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TechWire
telegram · external_id tg:techwire · handle @techwire · active yes · last ingested 44d
Showing 1-50 of 1023 posts (page 1 of 21)
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# Times Post Status Features Events / clusters
1
ingested
2026-06-23T17:30:19.783299+03:00
published
2026-06-23T17:23:36+03:00
created
2026-06-23T17:30:19.783303+03:00
External: 244712
Post ID: 319cce45-ab11-4568-b263-48a13a47aa1c
Open original
Raw text
I Got a First Look at Blueair’s First Handheld Fan. Here’s Where It Blows Me Away I’ve been testing handheld fans over the past few months. Blueair’s new model stands out in two ways.
Normalized text
I Got a First Look at Blueair’s First Handheld Fan. Here’s Where It Blows Me Away I’ve been testing handheld fans over the past few months. Blueair’s new model stands out in two ways.
Full post payload
Raw text full
I Got a First Look at Blueair’s First Handheld Fan. Here’s Where It Blows Me Away
I’ve been testing handheld fans over the past few months. Blueair’s new model stands out in two ways.
Normalized text full
I Got a First Look at Blueair’s First Handheld Fan. Here’s Where It Blows Me Away
I’ve been testing handheld fans over the past few months. Blueair’s new model stands out in two ways.
Ingestion metadata
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matched
topic_id
-
Embedding ref: emb:feb7b61384bf7cad3c86db812b7d0b0ebef40a86d0f124dad1af6c76751c3ef8
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
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extracted_entities
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  "entities": [
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    "Where It Blows Me Away\nI"
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numbers_and_dates
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classifier_flags
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  "updated_at": "2026-06-23T14:30:26.749809+00:00"
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quality_confidence
-
Blueair выпустила новый портативный вентилятор
fd930fdf-01c9-48ef-8db9-8a905cf03adf
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:30:28.230238+03:00
2
ingested
2026-06-23T17:30:19.783292+03:00
published
2026-06-23T17:22:36+03:00
created
2026-06-23T17:30:19.783296+03:00
External: 244711
Post ID: f3ae474a-a529-449c-be04-cad172632f64
Open original
Raw text
I Put the Ultimate Phone Cameras to a Head-to-Head Test (Neither Is an iPhone) Xiaomi and Oppo have a couple of astonishingly good camera phones. I tested both to see which is best.
Normalized text
I Put the Ultimate Phone Cameras to a Head-to-Head Test (Neither Is an iPhone) Xiaomi and Oppo have a couple of astonishingly good camera phones. I tested both to see which is best.
Full post payload
Raw text full
I Put the Ultimate Phone Cameras to a Head-to-Head Test (Neither Is an iPhone)
Xiaomi and Oppo have a couple of astonishingly good camera phones. I tested both to see which is best.
Normalized text full
I Put the Ultimate Phone Cameras to a Head-to-Head Test (Neither Is an iPhone)
Xiaomi and Oppo have a couple of astonishingly good camera phones. I tested both to see which is best.
Ingestion metadata
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matched
topic_id
-
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Embedding storage: postgres
Embedding dimension: 384
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
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  "entities": [
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  "event_core_signatures": [],
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  "locations": [],
  "mentioned_actors": [
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  "normalized_actors": [],
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  "primary_actors": [
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  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
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  "numbers": [],
  "percentages": [],
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}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
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  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
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  "event_type_missing_reason": "no_event_type_candidate",
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  "generic_event_identity_confidence": "0.00",
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  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T14:30:26.552043+00:00"
}
quality_confidence
-
Тест камер Xiaomi и Oppo
f26693fe-ffd4-4248-829f-6550af3388ad
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:30:28.221418+03:00
3
ingested
2026-06-23T17:30:19.783281+03:00
published
2026-06-23T17:21:36+03:00
created
2026-06-23T17:30:19.783289+03:00
External: 244710
Post ID: dcc145e9-cbd1-4a8c-887a-0146f3558a8a
Open original
Raw text
Honda Makes Surprise Bet on Solid-State Batteries With New Research Deal Honda agrees to a deal with battery-tech company QuantumScape.
Normalized text
Honda Makes Surprise Bet on Solid-State Batteries With New Research Deal Honda agrees to a deal with battery-tech company QuantumScape.
Full post payload
Raw text full
Honda Makes Surprise Bet on Solid-State Batteries With New Research Deal
Honda agrees to a deal with battery-tech company QuantumScape.
Normalized text full
Honda Makes Surprise Bet on Solid-State Batteries With New Research Deal
Honda agrees to a deal with battery-tech company QuantumScape.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244710,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:de1bc7cfd6cc7430211330d6cd22a82415239eefd7602a5a355534276b8d91a7
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
embedding_vector full
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extracted_entities
{
  "actors": [
    "Honda Makes Surprise Bet",
    "State Batteries With New Research Deal Honda"
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  "entities": [
    "Honda Makes Surprise Bet",
    "Solid",
    "State Batteries With New Research Deal\nHonda",
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}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}
classifier_flags
{
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  "location_missing_reason": "no_registry_or_generic_location_match",
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  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
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  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T14:30:26.374551+00:00"
}
quality_confidence
-
Honda инвестирует в твердотельные батареи через QuantumScape
c1937e9e-1b93-4488-80f3-87f352806210
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:30:28.211657+03:00
4
ingested
2026-06-23T17:30:19.783256+03:00
published
2026-06-23T17:20:35+03:00
created
2026-06-23T17:30:19.783277+03:00
External: 244709
Post ID: 00e7d7d1-bb1c-43c8-95f5-ed1aa79aed85
Open original
Raw text
Don't Panic If You've Been Scammed. Here's What to Do Instead Take these steps to minimize the damage -- and protect yourself from being scammed again.
Normalized text
Don't Panic If You've Been Scammed. Here's What to Do Instead Take these steps to minimize the damage -- and protect yourself from being scammed again.
Full post payload
Raw text full
Don't Panic If You've Been Scammed. Here's What to Do Instead
Take these steps to minimize the damage -- and protect yourself from being scammed again.
Normalized text full
Don't Panic If You've Been Scammed. Here's What to Do Instead
Take these steps to minimize the damage -- and protect yourself from being scammed again.
Ingestion metadata
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matched
topic_id
-
Embedding ref: emb:f9ce420b0e2f6d35d33ff3ac67da56bd9b2e30dbc4b795d41668da1ef65d7697
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
  "actors": [
    "Panic If You",
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    "Do Instead Take"
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  "entities": [
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  "mentioned_actors": [
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  "normalized_actors": [],
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  "primary_actors": [
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}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
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  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
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  "event_type_missing_reason": "no_event_type_candidate",
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  "generic_event_identity_confidence": "0.00",
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  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T14:30:26.244026+00:00"
}
quality_confidence
-
Советы после мошенничества
082b2e33-9b75-455b-9d76-b6764ba0a405
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:30:28.200342+03:00
5
ingested
2026-06-23T17:20:19.292677+03:00
published
2026-06-23T17:19:35+03:00
created
2026-06-23T17:20:19.292682+03:00
External: 244708
Post ID: 5d274c3d-357d-4546-82e3-d114a0fd173a
Open original
Raw text
The Oura Ring Helped Me Get My Sleep on Track and the 4th-Gen Model Is a Steal This Prime Day If you've been looking to buy a smart ring, this is a great bargain.
Normalized text
The Oura Ring Helped Me Get My Sleep on Track and the 4th-Gen Model Is a Steal This Prime Day If you've been looking to buy a smart ring, this is a great bargain.
Full post payload
Raw text full
The Oura Ring Helped Me Get My Sleep on Track and the 4th-Gen Model Is a Steal This Prime Day
If you've been looking to buy a smart ring, this is a great bargain.
Normalized text full
The Oura Ring Helped Me Get My Sleep on Track and the 4th-Gen Model Is a Steal This Prime Day
If you've been looking to buy a smart ring, this is a great bargain.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244708,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:60141a2cd806c94dca4afdfca4085ed6f053bcd297e4d50b3253a091f703e54c
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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quality_confidence
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Oura Ring 4th-Gen Boosts Sleep Tracking at Prime Day
025fc011-9cc9-4acb-8899-3b9c91c47367
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:20:30.621501+03:00
6
ingested
2026-06-23T17:20:19.292670+03:00
published
2026-06-23T17:18:36+03:00
created
2026-06-23T17:20:19.292675+03:00
External: 244707
Post ID: 1ba3838c-06dc-4772-b183-d32f0700d314
Open original
Raw text
I Churned Fresh Butter in 10 Minutes Using a Stand Mixer. I Can't Believe How Easy It Was Want fresh butter with custom mix-ins like garlic, herbs or honey? Here's how it's done.
Normalized text
I Churned Fresh Butter in 10 Minutes Using a Stand Mixer. I Can't Believe How Easy It Was Want fresh butter with custom mix-ins like garlic, herbs or honey? Here's how it's done.
Full post payload
Raw text full
I Churned Fresh Butter in 10 Minutes Using a Stand Mixer. I Can't Believe How Easy It Was
Want fresh butter with custom mix-ins like garlic, herbs or honey? Here's how it's done.
Normalized text full
I Churned Fresh Butter in 10 Minutes Using a Stand Mixer. I Can't Believe How Easy It Was
Want fresh butter with custom mix-ins like garlic, herbs or honey? Here's how it's done.
Ingestion metadata
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matched
topic_id
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Embedding dimension: 384
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Vector preview
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Приготовила свежие сливочные масла за 10 минут
5f45adb8-a858-4bee-8296-57e7aa519699
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:20:30.609942+03:00
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ingested
2026-06-23T17:20:19.292661+03:00
published
2026-06-23T17:17:36+03:00
created
2026-06-23T17:20:19.292667+03:00
External: 244706
Post ID: 32e617c7-94d5-440a-9c00-2b623543448b
Open original
Raw text
Prime Day Is Here and This 85-Inch Sony Bravia 9 TV Is at a Record-Low Price Sony's premium Mini LED TV brings 4K resolution, deep contrast and PS5-ready features to the big screen.
Normalized text
Prime Day Is Here and This 85-Inch Sony Bravia 9 TV Is at a Record-Low Price Sony's premium Mini LED TV brings 4K resolution, deep contrast and PS5-ready features to the big screen.
Full post payload
Raw text full
Prime Day Is Here and This 85-Inch Sony Bravia 9 TV Is at a Record-Low Price
Sony's premium Mini LED TV brings 4K resolution, deep contrast and PS5-ready features to the big screen.
Normalized text full
Prime Day Is Here and This 85-Inch Sony Bravia 9 TV Is at a Record-Low Price
Sony's premium Mini LED TV brings 4K resolution, deep contrast and PS5-ready features to the big screen.
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quality_confidence
-
Sony Bravia 85-Inch TV at Record Low Price
39d9d763-fca9-47c7-b153-4299049a6ccb
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:20:30.587296+03:00
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published
2026-06-23T17:16:36+03:00
created
2026-06-23T17:20:19.292657+03:00
External: 244705
Post ID: 0fe17fc8-8f59-4f28-b1c3-174d138bd45d
Open original
Raw text
Prime Day Is Here, and Dyson's Powerful Gen5detect Cordless Vacuum Is $390 Off Get up to 70 minutes of runtime and almost 40% off the price.
Normalized text
Prime Day Is Here, and Dyson's Powerful Gen5detect Cordless Vacuum Is $390 Off Get up to 70 minutes of runtime and almost 40% off the price.
Full post payload
Raw text full
Prime Day Is Here, and Dyson's Powerful Gen5detect Cordless Vacuum Is $390 Off
Get up to 70 minutes of runtime and almost 40% off the price.
Normalized text full
Prime Day Is Here, and Dyson's Powerful Gen5detect Cordless Vacuum Is $390 Off
Get up to 70 minutes of runtime and almost 40% off the price.
Ingestion metadata
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Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
embedding_vector full
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extracted_entities
{
  "actors": [
    "Prime Day Is Here",
    "Cordless Vacuum Is",
    "Off Get"
  ],
  "entities": [
    "Prime Day Is Here",
    "Dyson",
    "Powerful",
    "Cordless Vacuum Is",
    "Off\nGet"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Off Get"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Prime Day Is Here",
    "Cordless Vacuum Is"
  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [
    "$390"
  ],
  "dates": [
    "70 minutes"
  ],
  "numbers": [
    "390",
    "70",
    "40"
  ],
  "percentages": [
    "40%"
  ],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T14:20:26.156264+00:00"
}
quality_confidence
-
Скидка на Dyson Gen5detect
62cedec5-89d1-45a3-854d-afcd4886c661
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T17:20:30.572820+03:00
9
ingested
2026-06-23T10:50:59.875135+03:00
published
2026-06-23T07:01:54+03:00
created
2026-06-23T10:50:59.875137+03:00
External: 244704
Post ID: 3b0e47e3-5e2d-4721-92f2-cedfe8db4a25
Open original
Raw text
Google DeepMind Partners With Hollywood Indie Darling A24 to Develop AI Filmmaking Tools The production studio is receiving $75 million to produce AI tools for its filmmakers -- and for the search giant's AI ecosystem.
Normalized text
Google DeepMind Partners With Hollywood Indie Darling A24 to Develop AI Filmmaking Tools The production studio is receiving $75 million to produce AI tools for its filmmakers -- and for the search giant's AI ecosystem.
Full post payload
Raw text full
Google DeepMind Partners With Hollywood Indie Darling A24 to Develop AI Filmmaking Tools
The production studio is receiving $75 million to produce AI tools for its filmmakers -- and for the search giant's AI ecosystem.
Normalized text full
Google DeepMind Partners With Hollywood Indie Darling A24 to Develop AI Filmmaking Tools
The production studio is receiving $75 million to produce AI tools for its filmmakers -- and for the search giant's AI ecosystem.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244704,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:e08895acbd66be7e62027b63994ba95f094f101a96c79d5ebd5a0b8c2960960f
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
embedding_vector full
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numbers_and_dates
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quality_confidence
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Google DeepMind инвестирует $75М в AI для A24
7b250728-bb52-497f-a8bb-f3fbfb4b7ddc
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.274042+03:00
10
ingested
2026-06-23T10:50:59.875132+03:00
published
2026-06-23T07:00:54+03:00
created
2026-06-23T10:50:59.875134+03:00
External: 244703
Post ID: ab548a48-3b06-40ba-bdb9-3b8763a8a17f
Open original
Raw text
How World Cup Fans Can Use AI to Keep Up With the Action OpenAI and Google have rolled out World Cup fan experiences to help you make the most of the tournament.
Normalized text
How World Cup Fans Can Use AI to Keep Up With the Action OpenAI and Google have rolled out World Cup fan experiences to help you make the most of the tournament.
Full post payload
Raw text full
How World Cup Fans Can Use AI to Keep Up With the Action
OpenAI and Google have rolled out World Cup fan experiences to help you make the most of the tournament.
Normalized text full
How World Cup Fans Can Use AI to Keep Up With the Action
OpenAI and Google have rolled out World Cup fan experiences to help you make the most of the tournament.
Ingestion metadata
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matched
topic_id
-
Embedding ref: emb:f5a39ac1c1784101a3671bf8f4766a6444ccb5de06a072e98b16a1eadedd9ee9
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Detected location: -
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OpenAI и Google представили фанатские сервисы для ЧМ
b5843227-32b7-4fd9-abbd-ef034e307c04
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.270586+03:00
11
ingested
2026-06-23T10:50:59.875129+03:00
published
2026-06-23T06:59:54+03:00
created
2026-06-23T10:50:59.875131+03:00
External: 244702
Post ID: 1d0254b6-14cb-4eda-936d-c26306440136
Open original
Raw text
Norway vs. Senegal: Stream FIFA World Cup 2026 Group I Match Live for Free Erling Haaland and crew look for another win as they take on the Lions of Teranga.
Normalized text
Norway vs. Senegal: Stream FIFA World Cup 2026 Group I Match Live for Free Erling Haaland and crew look for another win as they take on the Lions of Teranga.
Full post payload
Raw text full
Norway vs. Senegal: Stream FIFA World Cup 2026 Group I Match Live for Free
Erling Haaland and crew look for another win as they take on the Lions of Teranga.
Normalized text full
Norway vs. Senegal: Stream FIFA World Cup 2026 Group I Match Live for Free
Erling Haaland and crew look for another win as they take on the Lions of Teranga.
Ingestion metadata
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matched
topic_id
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Embedding storage: postgres
Embedding dimension: 384
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Vector preview
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extracted_entities
{
  "actors": [
    "Stream FIFA World Cup",
    "Group I Match Live",
    "Free Erling Haaland"
  ],
  "entities": [
    "Norway",
    "Senegal",
    "Stream FIFA World Cup",
    "Group I Match Live",
    "Free\nErling Haaland",
    "Lions",
    "Teranga"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Group I Match Live",
    "Free Erling Haaland"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Stream FIFA World Cup"
  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [
    "2026"
  ],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T07:51:26.467033+00:00"
}
quality_confidence
-
Франция может пройти в 1/8 финала с победой над Ираком
463ca087-b6d3-46e6-bc53-ecd2ddc50d56
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.247787+03:00
12
ingested
2026-06-23T10:50:59.875127+03:00
published
2026-06-23T06:58:54+03:00
created
2026-06-23T10:50:59.875128+03:00
External: 244701
Post ID: 17759934-5d19-4549-8994-bcfbc483aa23
Open original
Raw text
Today's Wordle Hints, Answer and Help for June 23, Here are hints and the answer for today's Wordle for June 23, No. 1,830.
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Today's Wordle Hints, Answer and Help for June 23, Here are hints and the answer for today's Wordle for June 23, No. 1,830.
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Raw text full
Today's Wordle Hints, Answer and Help for June 23,
Here are hints and the answer for today's Wordle for June 23, No. 1,830.
Normalized text full
Today's Wordle Hints, Answer and Help for June 23,
Here are hints and the answer for today's Wordle for June 23, No. 1,830.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244701,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:c00d40fd53018aa1977a490a4c4eb48a1107fd1784802bb6ea88c9711d37da6d
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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quality_confidence
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Wordle June 23: подсказки и ответ
a976cbc3-5ebe-4ae6-868b-c56e47e5ccd5
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.266973+03:00
13
ingested
2026-06-23T10:50:59.875125+03:00
published
2026-06-23T06:57:54+03:00
created
2026-06-23T10:50:59.875126+03:00
External: 244700
Post ID: 5868e2ad-9c6d-4775-961b-dd4b4caed3af
Open original
Raw text
Today's NYT Strands Hints, Answers and Help for June 23 Here are hints and answers for the NYT Strands puzzle for June 23, No. 842.
Normalized text
Today's NYT Strands Hints, Answers and Help for June 23 Here are hints and answers for the NYT Strands puzzle for June 23, No. 842.
Full post payload
Raw text full
Today's NYT Strands Hints, Answers and Help for June 23
Here are hints and answers for the NYT Strands puzzle for June 23, No. 842.
Normalized text full
Today's NYT Strands Hints, Answers and Help for June 23
Here are hints and answers for the NYT Strands puzzle for June 23, No. 842.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244700,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:09f038aa4106472741ddd4a1b0a9ebd2cb91e6a3900e04b06fce09490d541862
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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numbers_and_dates
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quality_confidence
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Объявлены подсказки и ответы для NYT Connections 23 июня
2121e29a-e6b2-4548-a94d-4c87aea17547
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.263016+03:00
14
ingested
2026-06-23T10:50:59.875122+03:00
published
2026-06-23T06:56:54+03:00
created
2026-06-23T10:50:59.875124+03:00
External: 244699
Post ID: e557ef74-fcd5-4204-bbd9-361780d23311
Open original
Raw text
Today's NYT Connections: Sports Edition Hints and Answers for June 23, Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 23, No. 638.
Normalized text
Today's NYT Connections: Sports Edition Hints and Answers for June 23, Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 23, No. 638.
Full post payload
Raw text full
Today's NYT Connections: Sports Edition Hints and Answers for June 23,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 23, No. 638.
Normalized text full
Today's NYT Connections: Sports Edition Hints and Answers for June 23,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 23, No. 638.
Ingestion metadata
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    "reply_to_msg_id": null,
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matched
topic_id
-
Embedding ref: emb:3f6d64b2b989f9ee43ecbc18c6ffe3b8406e1b4dd821fd7a91d34e73ccc39ae0
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
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  "entities": [
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}
numbers_and_dates
{
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  "dates": [],
  "numbers": [
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    "638"
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  "percentages": [],
  "times": []
}
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  "updated_at": "2026-06-23T07:51:26.229805+00:00"
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quality_confidence
-
Объявлены подсказки и ответы для NYT Connections 23 июня
2121e29a-e6b2-4548-a94d-4c87aea17547
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.263014+03:00
15
ingested
2026-06-23T10:50:59.875120+03:00
published
2026-06-23T06:55:54+03:00
created
2026-06-23T10:50:59.875121+03:00
External: 244698
Post ID: c33eb723-9329-47a5-8a76-c3dad7391dbb
Open original
Raw text
Today's NYT Connections Hints, Answers and Help for June 23, Here are some hints and the answers for the NYT Connections puzzle for June 23, No. 1,108.
Normalized text
Today's NYT Connections Hints, Answers and Help for June 23, Here are some hints and the answers for the NYT Connections puzzle for June 23, No. 1,108.
Full post payload
Raw text full
Today's NYT Connections Hints, Answers and Help for June 23,
Here are some hints and the answers for the NYT Connections puzzle for June 23, No. 1,108.
Normalized text full
Today's NYT Connections Hints, Answers and Help for June 23,
Here are some hints and the answers for the NYT Connections puzzle for June 23, No. 1,108.
Ingestion metadata
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    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244698,
    "views": 1
  }
}
matched
topic_id
-
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Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
  "actors": [
    "NYT Connections Hints",
    "NYT Connections"
  ],
  "entities": [
    "Today",
    "NYT Connections Hints",
    "Answers",
    "Help",
    "June",
    "Here",
    "NYT Connections",
    "No"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "NYT Connections Hints",
    "NYT Connections"
  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [
    "23",
    "1,108"
  ],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T07:51:26.147361+00:00"
}
quality_confidence
-
Объявлены подсказки и ответы для NYT Connections 23 июня
2121e29a-e6b2-4548-a94d-4c87aea17547
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.263006+03:00
16
ingested
2026-06-23T10:50:59.875117+03:00
published
2026-06-23T06:54:54+03:00
created
2026-06-23T10:50:59.875119+03:00
External: 244697
Post ID: b5f11f7b-54e6-4612-bdba-c3dc8c594a49
Open original
Raw text
Instagram Is Coming to a Big Screen Near You: Your Samsung TV The feature, which is already available on Amazon Fire TV and Google TV, lets you scroll through Reels and Stories in a larger format.
Normalized text
Instagram Is Coming to a Big Screen Near You: Your Samsung TV The feature, which is already available on Amazon Fire TV and Google TV, lets you scroll through Reels and Stories in a larger format.
Full post payload
Raw text full
Instagram Is Coming to a Big Screen Near You: Your Samsung TV
The feature, which is already available on Amazon Fire TV and Google TV, lets you scroll through Reels and Stories in a larger format.
Normalized text full
Instagram Is Coming to a Big Screen Near You: Your Samsung TV
The feature, which is already available on Amazon Fire TV and Google TV, lets you scroll through Reels and Stories in a larger format.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244697,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:f6771e3ef75912c9dcf09953f4ccc2e9626cae68b5f2a31a054831136aa880f9
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
embedding_vector full
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extracted_entities
{
  "actors": [
    "Instagram Is Coming",
    "Big Screen Near You",
    "Your Samsung TV The",
    "Amazon Fire TV",
    "Google TV"
  ],
  "entities": [
    "Instagram Is Coming",
    "Big Screen Near You",
    "Your Samsung TV\nThe",
    "Amazon Fire TV",
    "Google TV",
    "Reels",
    "Stories"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Your Samsung TV The",
    "Amazon Fire TV",
    "Google TV"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Instagram Is Coming",
    "Big Screen Near You"
  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T07:51:26.071624+00:00"
}
quality_confidence
-
Instagram Coming to Samsung TVs
403ff5c2-2b89-497c-827b-348f0461370c
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.257092+03:00
17
ingested
2026-06-23T10:50:59.875114+03:00
published
2026-06-23T06:53:54+03:00
created
2026-06-23T10:50:59.875117+03:00
External: 244696
Post ID: 35560677-2c00-4f46-a28c-a947b141d832
Open original
Raw text
Prime Day Starts Tomorrow, and We're Going to Live Track Deals Just for You Prime Day is here, and for the next four days, we'll bring you the best deals live as we find them.
Normalized text
Prime Day Starts Tomorrow, and We're Going to Live Track Deals Just for You Prime Day is here, and for the next four days, we'll bring you the best deals live as we find them.
Full post payload
Raw text full
Prime Day Starts Tomorrow, and We're Going to Live Track Deals Just for You
Prime Day is here, and for the next four days, we'll bring you the best deals live as we find them.
Normalized text full
Prime Day Starts Tomorrow, and We're Going to Live Track Deals Just for You
Prime Day is here, and for the next four days, we'll bring you the best deals live as we find them.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244696,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:5ae23c52f5375baff75050f8b009c85b5a9affa51d455990acb223323d0fb36d
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
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}
numbers_and_dates
{
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}
classifier_flags
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quality_confidence
-
Завтра стартует Prime Day с live-трекингом скидок
043f58be-1dcc-45bd-ac24-579fbbcc119f
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.253212+03:00
18
ingested
2026-06-23T10:50:59.875111+03:00
published
2026-06-23T06:52:54+03:00
created
2026-06-23T10:50:59.875113+03:00
External: 244695
Post ID: 904e2f49-6fe7-42b7-9e13-77689f76478e
Open original
Raw text
France vs. Iraq: Stream FIFA World Cup 2026 Group I Match Live for Free Les Bleus can confirm their place in the Round of 32 with a win over the Lions of Mesopotamia.
Normalized text
France vs. Iraq: Stream FIFA World Cup 2026 Group I Match Live for Free Les Bleus can confirm their place in the Round of 32 with a win over the Lions of Mesopotamia.
Full post payload
Raw text full
France vs. Iraq: Stream FIFA World Cup 2026 Group I Match Live for Free
Les Bleus can confirm their place in the Round of 32 with a win over the Lions of Mesopotamia.
Normalized text full
France vs. Iraq: Stream FIFA World Cup 2026 Group I Match Live for Free
Les Bleus can confirm their place in the Round of 32 with a win over the Lions of Mesopotamia.
Ingestion metadata
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matched
topic_id
-
Embedding ref: emb:e0c43de0f9e144edce3f40978a19800e6ff5e9c5a4f1b619f356bbb89f218680
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: iraq
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numbers_and_dates
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quality_confidence
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Франция может пройти в 1/8 финала с победой над Ираком
463ca087-b6d3-46e6-bc53-ecd2ddc50d56
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.247769+03:00
19
ingested
2026-06-23T10:50:59.875109+03:00
published
2026-06-23T06:51:54+03:00
created
2026-06-23T10:50:59.875111+03:00
External: 244694
Post ID: 4215480d-1ebd-402b-aac6-d2faf6bea7dd
Open original
Raw text
World Cup 2026: Your FIFA Fan Guide for Team Argentina Messi and company are aiming to become only the third team to claim back-to-back World Cup wins.
Normalized text
World Cup 2026: Your FIFA Fan Guide for Team Argentina Messi and company are aiming to become only the third team to claim back-to-back World Cup wins.
Full post payload
Raw text full
World Cup 2026: Your FIFA Fan Guide for Team Argentina
Messi and company are aiming to become only the third team to claim back-to-back World Cup wins.
Normalized text full
World Cup 2026: Your FIFA Fan Guide for Team Argentina
Messi and company are aiming to become only the third team to claim back-to-back World Cup wins.
Ingestion metadata
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matched
topic_id
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Аргентина на ЧМ-2026: Месси надеется на второй подряд чемпионский титул
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reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.237750+03:00
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ingested
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published
2026-06-23T06:50:54+03:00
created
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External: 244693
Post ID: c661d50c-0233-47f9-9905-8fe34df92a46
Open original
Raw text
Govee Releases New Smart Light Themes for House of the Dragon Season Three Govee teamed up with HBO to show how its TV backlights and smart home lights react to fire-breathing dragons on screen.
Normalized text
Govee Releases New Smart Light Themes for House of the Dragon Season Three Govee teamed up with HBO to show how its TV backlights and smart home lights react to fire-breathing dragons on screen.
Full post payload
Raw text full
Govee Releases New Smart Light Themes for House of the Dragon Season Three
Govee teamed up with HBO to show how its TV backlights and smart home lights react to fire-breathing dragons on screen.
Normalized text full
Govee Releases New Smart Light Themes for House of the Dragon Season Three
Govee teamed up with HBO to show how its TV backlights and smart home lights react to fire-breathing dragons on screen.
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quality_confidence
-
Govee выпустила новые темы умных светильников для сезона 3 "Игры престолов"
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topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.230166+03:00
21
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2026-06-23T10:50:59.875097+03:00
published
2026-06-23T06:49:53+03:00
created
2026-06-23T10:50:59.875105+03:00
External: 244692
Post ID: 718cb9f8-8a97-4e53-a7ed-8e7c31efe291
Open original
Raw text
Verizon Is Appealing to Longtime Customers With Verizon Shine Loyalty Program Weekly perks and big giveaways are available now to all postpaid Verizon subscribers.
Normalized text
Verizon Is Appealing to Longtime Customers With Verizon Shine Loyalty Program Weekly perks and big giveaways are available now to all postpaid Verizon subscribers.
Full post payload
Raw text full
Verizon Is Appealing to Longtime Customers With Verizon Shine Loyalty Program
Weekly perks and big giveaways are available now to all postpaid Verizon subscribers.
Normalized text full
Verizon Is Appealing to Longtime Customers With Verizon Shine Loyalty Program
Weekly perks and big giveaways are available now to all postpaid Verizon subscribers.
Ingestion metadata
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Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
embedding_vector full
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extracted_entities
{
  "actors": [
    "Verizon Is Appealing",
    "Longtime Customers With Verizon Shine Loyalty Program Weekly"
  ],
  "entities": [
    "Verizon Is Appealing",
    "Longtime Customers With Verizon Shine Loyalty Program\nWeekly",
    "Verizon"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Longtime Customers With Verizon Shine Loyalty Program Weekly"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Verizon Is Appealing"
  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-23T07:51:25.616480+00:00"
}
quality_confidence
-
Verizon запустила программу лояльности Verizon Shine
d7642051-e675-41d4-aad8-51d070f7348b
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-23T10:51:32.225053+03:00
22
ingested
2026-06-22T20:42:24.002328+03:00
published
2026-06-22T20:41:37+03:00
created
2026-06-22T20:42:24.002332+03:00
External: 244691
Post ID: 58196c21-9cf5-4b09-a9c5-e96ae2dc034e
Open original
Raw text
How CNET Tests Air Conditioning Units From window to portable air conditioners, we put them all through extensive testing.
Normalized text
How CNET Tests Air Conditioning Units From window to portable air conditioners, we put them all through extensive testing.
Full post payload
Raw text full
How CNET Tests Air Conditioning Units
From window to portable air conditioners, we put them all through extensive testing.
Normalized text full
How CNET Tests Air Conditioning Units
From window to portable air conditioners, we put them all through extensive testing.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244691,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:f279b517714125e9dc2343b8780af6ae9dc2d20121ccde6710c90aae187f54a0
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
embedding_vector full
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CNET проводит тестирование кондиционеров воздуха
ad895068-e782-4471-937a-b1f6ed13b55e
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T20:42:44.772868+03:00
23
ingested
2026-06-22T20:42:24.002321+03:00
published
2026-06-22T20:40:37+03:00
created
2026-06-22T20:42:24.002325+03:00
External: 244690
Post ID: 745ae46e-2cc0-4898-b0a3-55dec5cfa623
Open original
Raw text
Do Window or Portable Air Conditioner Units Work Better? Our Exclusive Lab Tests Reveal a Clear Winner If you want to cool your home as efficiently as possible, one type of AC unit stands out.
Normalized text
Do Window or Portable Air Conditioner Units Work Better? Our Exclusive Lab Tests Reveal a Clear Winner If you want to cool your home as efficiently as possible, one type of AC unit stands out.
Full post payload
Raw text full
Do Window or Portable Air Conditioner Units Work Better? Our Exclusive Lab Tests Reveal a Clear Winner
If you want to cool your home as efficiently as possible, one type of AC unit stands out.
Normalized text full
Do Window or Portable Air Conditioner Units Work Better? Our Exclusive Lab Tests Reveal a Clear Winner
If you want to cool your home as efficiently as possible, one type of AC unit stands out.
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extracted_entities
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numbers_and_dates
{
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classifier_flags
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  "updated_at": "2026-06-22T17:42:42.990982+00:00"
}
quality_confidence
-
Эффективность оконных и портативных кондиционеров
b3d80c21-6003-427a-baf4-e0e7b5214b3e
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T20:42:44.763730+03:00
24
ingested
2026-06-22T20:42:24.002312+03:00
published
2026-06-22T20:39:37+03:00
created
2026-06-22T20:42:24.002318+03:00
External: 244689
Post ID: 983cf8ac-bebc-4e78-9311-5e339467c8b3
Open original
Raw text
The Next Solar Eclipse Is Delivering a Rare Treat: Totality at Sunset The only thing cooler than an eclipse or a sunset is when both happen at once.
Normalized text
The Next Solar Eclipse Is Delivering a Rare Treat: Totality at Sunset The only thing cooler than an eclipse or a sunset is when both happen at once.
Full post payload
Raw text full
The Next Solar Eclipse Is Delivering a Rare Treat: Totality at Sunset
The only thing cooler than an eclipse or a sunset is when both happen at once.
Normalized text full
The Next Solar Eclipse Is Delivering a Rare Treat: Totality at Sunset
The only thing cooler than an eclipse or a sunset is when both happen at once.
Ingestion metadata
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    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244689,
    "views": 1
  }
}
matched
topic_id
-
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Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
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Следующее солнечное затмение —Totality на закате
b3d156b5-e83f-4bc5-b695-314d41588a5b
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T20:42:44.752761+03:00
25
ingested
2026-06-22T20:42:24.002305+03:00
published
2026-06-22T20:38:37+03:00
created
2026-06-22T20:42:24.002309+03:00
External: 244688
Post ID: 8f678e2a-deab-42da-a92a-c01eb75659a8
Open original
Raw text
5 Real Alien Events Hidden in Spielberg's Disclosure Day video Steven Spielberg has captivated audiences for decades with cinematic masterpieces like Close Encounters of the Third Kind and E.T., but his film Disclosure Day marks a sharp turn toward historic...
Normalized text
5 Real Alien Events Hidden in Spielberg's Disclosure Day video Steven Spielberg has captivated audiences for decades with cinematic masterpieces like Close Encounters of the Third Kind and E.T., but his film Disclosure Day marks a sharp turn toward historic...
Full post payload
Raw text full
5 Real Alien Events Hidden in Spielberg's Disclosure Day video
Steven Spielberg has captivated audiences for decades with cinematic masterpieces like Close Encounters of the Third Kind and E.T., but his film Disclosure Day marks a sharp turn toward historical reality. Inspired by the groundbreaking 2017 New York Times exposé on the Pentagon's secret UAP task force, the film blurs the lines between Hollywood entertainment and genuine ufology. This comprehensive breakdown explores the five real-world historical pillars anchoring the plot, evaluating the actual declassified documents, congressional testimonies, and folklore that Spielberg used to piece together his narrative.
Normalized text full
5 Real Alien Events Hidden in Spielberg's Disclosure Day video
Steven Spielberg has captivated audiences for decades with cinematic masterpieces like Close Encounters of the Third Kind and E.T., but his film Disclosure Day marks a sharp turn toward historical reality. Inspired by the groundbreaking 2017 New York Times exposé on the Pentagon's secret UAP task force, the film blurs the lines between Hollywood entertainment and genuine ufology. This comprehensive breakdown explores the five real-world historical pillars anchoring the plot, evaluating the actual declassified documents, congressional testimonies, and folklore that Spielberg used to piece together his narrative.
Ingestion metadata
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matched
topic_id
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extracted_entities
{
  "actors": [
    "Real Alien Events Hidden",
    "Disclosure Day",
    "Steven Spielberg",
    "Close Encounters",
    "Third Kind",
    "New York Times"
  ],
  "entities": [
    "Real Alien Events Hidden",
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    "Steven Spielberg",
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    "Third Kind",
    "E",
    "T",
    "Inspired",
    "New York Times",
    "Pentagon",
    "UAP",
    "Hollywood",
    "This"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [
    "Spielberg"
  ],
  "locations": [
    "New York",
    "Spielberg"
  ],
  "mentioned_actors": [
    "Steven Spielberg",
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    "New York Times"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Real Alien Events Hidden",
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  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [
    "5 Real"
  ],
  "numbers": [
    "5",
    "2017"
  ],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.64",
  "generic_event_identity_reasons": "generic_location_preposition",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "",
  "parent_event_signature": "",
  "post_semantic_subtype": "analysis",
  "post_semantic_subtype_confidence": "0.82",
  "post_semantic_subtype_reasons": "analysis_marker:summary",
  "post_type": "summary",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "analysis",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "",
  "updated_at": "2026-06-22T17:42:42.744780+00:00"
}
quality_confidence
-
Шоу о реальных контактах с инопланетянами в фильме Спилберга
69a081a7-0584-4433-a661-cd8d55880bb7
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T20:42:44.741973+03:00
26
ingested
2026-06-22T20:42:24.002298+03:00
published
2026-06-22T20:37:38+03:00
created
2026-06-22T20:42:24.002303+03:00
External: 244687
Post ID: cb6c6cad-f199-4985-8dda-22dd7f638497
Open original
Raw text
VPNs Shield You Up to a Point. Turn On Your Kill Switch video Your VPN keeps your data private from snooping eyes, but sometimes the connection drops. When that happens, you could be exposed to the world. Here's how to make sure that never happens.
Normalized text
VPNs Shield You Up to a Point. Turn On Your Kill Switch video Your VPN keeps your data private from snooping eyes, but sometimes the connection drops. When that happens, you could be exposed to the world. Here's how to make sure that never happens.
Full post payload
Raw text full
VPNs Shield You Up to a Point. Turn On Your Kill Switch video
Your VPN keeps your data private from snooping eyes, but sometimes the connection drops. When that happens, you could be exposed to the world. Here's how to make sure that never happens.
Normalized text full
VPNs Shield You Up to a Point. Turn On Your Kill Switch video
Your VPN keeps your data private from snooping eyes, but sometimes the connection drops. When that happens, you could be exposed to the world. Here's how to make sure that never happens.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244687,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:590de49f1110f1c267a05cf2ce5b176cd30acafd5120991a89c5cf078769b8fb
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
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}
numbers_and_dates
{
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}
classifier_flags
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VPN Kill Switch защитит ваши данные при обрывке соединения
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topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
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published
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created
2026-06-22T20:42:24.002295+03:00
External: 244686
Post ID: 71959621-5a52-4866-b5db-84efe98630f7
Open original
Raw text
KitchenAid Mixer Hacks: 9 Unexpected Foods You Can Make Without Special Attachments If you're only using your KitchenAid mixer to make baked goods, then you're not getting the most out of this versatile kitchen device.
Normalized text
KitchenAid Mixer Hacks: 9 Unexpected Foods You Can Make Without Special Attachments If you're only using your KitchenAid mixer to make baked goods, then you're not getting the most out of this versatile kitchen device.
Full post payload
Raw text full
KitchenAid Mixer Hacks: 9 Unexpected Foods You Can Make Without Special Attachments
If you're only using your KitchenAid mixer to make baked goods, then you're not getting the most out of this versatile kitchen device.
Normalized text full
KitchenAid Mixer Hacks: 9 Unexpected Foods You Can Make Without Special Attachments
If you're only using your KitchenAid mixer to make baked goods, then you're not getting the most out of this versatile kitchen device.
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numbers_and_dates
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quality_confidence
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KitchenAid Mixer: 9 foods without attachments
330aadbb-01de-4819-b95e-9614860e6494
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T20:42:44.722534+03:00
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2026-06-22T20:42:24.002261+03:00
published
2026-06-22T20:35:38+03:00
created
2026-06-22T20:42:24.002283+03:00
External: 244685
Post ID: 285e4ebb-395d-4def-8c68-7b8f928c8b51
Open original
Raw text
I Build and Review PCs: Don't Make This Upgrade Mistake Getting that high-end graphics card might not help if you're "CPU-bound." Here's what that means and how to work around it.
Normalized text
I Build and Review PCs: Don't Make This Upgrade Mistake Getting that high-end graphics card might not help if you're "CPU-bound." Here's what that means and how to work around it.
Full post payload
Raw text full
I Build and Review PCs: Don't Make This Upgrade Mistake
Getting that high-end graphics card might not help if you're "CPU-bound." Here's what that means and how to work around it.
Normalized text full
I Build and Review PCs: Don't Make This Upgrade Mistake
Getting that high-end graphics card might not help if you're "CPU-bound." Here's what that means and how to work around it.
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extracted_entities
{
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  "entities": [
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numbers_and_dates
{
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}
classifier_flags
{
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  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
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  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
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  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
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  "updated_at": "2026-06-22T17:42:42.249517+00:00"
}
quality_confidence
-
Совет по апгрейду ПК: избегайте CPU-узкого места
db362e7b-b2d7-48cc-80a5-ddad76823e13
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T20:42:44.709995+03:00
29
ingested
2026-06-22T10:46:17.015953+03:00
published
2026-06-22T10:40:37+03:00
created
2026-06-22T10:46:17.015956+03:00
External: 244684
Post ID: 514c608a-cd71-41ec-8110-e29a6853ea80
Open original
Raw text
Today's NYT Connections: Sports Edition Hints and Answers for June 22, Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 22, No. 637.
Normalized text
Today's NYT Connections: Sports Edition Hints and Answers for June 22, Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 22, No. 637.
Full post payload
Raw text full
Today's NYT Connections: Sports Edition Hints and Answers for June 22,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 22, No. 637.
Normalized text full
Today's NYT Connections: Sports Edition Hints and Answers for June 22,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 22, No. 637.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244684,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:cdf23262f3923aa3c78207d8c6f02c5819497b24247a94c269c9eae8c298d057
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
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  "entities": [
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}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [
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  "percentages": [],
  "times": []
}
classifier_flags
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  "location_missing_reason": "no_registry_or_generic_location_match",
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  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
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  "promotional_suffix_removed": "false",
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  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-22T07:46:22.414874+00:00"
}
quality_confidence
-
NYT Connections: Sports Edition puzzle solutions for June 22
e5b97e41-47cd-40c4-9eb7-f51bfb5a764b
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T10:46:22.948616+03:00
30
ingested
2026-06-22T10:46:17.015940+03:00
published
2026-06-22T10:39:38+03:00
created
2026-06-22T10:46:17.015952+03:00
External: 244683
Post ID: 107c8774-d55b-4136-b5ca-30867825d1da
Open original
Raw text
Today's NYT Mini Crossword Answers for Monday, June 22 Here are the answers for The New York Times Mini Crossword for June 22.
Normalized text
Today's NYT Mini Crossword Answers for Monday, June 22 Here are the answers for The New York Times Mini Crossword for June 22.
Full post payload
Raw text full
Today's NYT Mini Crossword Answers for Monday, June 22
Here are the answers for The New York Times Mini Crossword for June 22.
Normalized text full
Today's NYT Mini Crossword Answers for Monday, June 22
Here are the answers for The New York Times Mini Crossword for June 22.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244683,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:4a0bab9659b658b1c68dcf48fad6236b6c4f4728ed1665f2d03cf91fe442460a
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: New York
Feature JSON diagnostics
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extracted_entities
{
  "actors": [
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  "entities": [
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  "locations": [
    "New York"
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  "mentioned_actors": [
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  "normalized_actors": [],
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  "primary_actors": [
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  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [
    "22\nHere"
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  "numbers": [
    "22"
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  "percentages": [],
  "times": []
}
classifier_flags
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  "post_semantic_subtype": "other",
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  "updated_at": "2026-06-22T07:46:22.345495+00:00"
}
quality_confidence
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NYT Connections: Sports Edition puzzle solutions for June 22
e5b97e41-47cd-40c4-9eb7-f51bfb5a764b
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T10:46:22.948599+03:00
31
ingested
2026-06-22T10:39:15.363992+03:00
published
2026-06-22T03:22:31+03:00
created
2026-06-22T10:39:15.363993+03:00
External: 244682
Post ID: 58e2a68f-bee7-4b12-959d-2cce0672d35e
Open original
Raw text
According to our release support policy ( stable Qubes OS releases are supported for six months after each subsequent major or minor release ( This means that the EOL date for Qubes 4.2 was set at the time Qubes 4.3 was released by adding six months to the...
Normalized text
According to our release support policy ( stable Qubes OS releases are supported for six months after each subsequent major or minor release ( This means that the EOL date for Qubes 4.2 was set at the time Qubes 4.3 was released by adding six months to the...
Full post payload
Raw text full
According to our release support policy ( stable Qubes OS releases are supported for six months after each subsequent major or minor release ( This means that the EOL date for Qubes 4.2 was set at the time Qubes 4.3 was released by adding six months to the Qubes 4.3 release date. Qubes 4.3.0 was released on 2025-12-21 ( Adding six months to this date gives us 2026-06-21, which is Qubes 4.2’s EOL date. Since the EOL date of 4.2 was determined at the time 4.3 was released, we also included this information in the 4.3.0 release announcement (
Normalized text full
According to our release support policy ( stable Qubes OS releases are supported for six months after each subsequent major or minor release ( This means that the EOL date for Qubes 4.2 was set at the time Qubes 4.3 was released by adding six months to the Qubes 4.3 release date. Qubes 4.3.0 was released on 2025-12-21 ( Adding six months to this date gives us 2026-06-21, which is Qubes 4.2’s EOL date. Since the EOL date of 4.2 was determined at the time 4.3 was released, we also included this information in the 4.3.0 release announcement (
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244682,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:b0675eb5afb1f16ec132c9e74d7840799213a3e249131f3cc121de223ddb10fe
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
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numbers_and_dates
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classifier_flags
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quality_confidence
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End of life for Qubes 4.2 confirmed
121757b8-1838-4d2e-821b-b70b8ecd981d
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T10:39:53.566389+03:00
32
ingested
2026-06-22T10:39:15.363989+03:00
published
2026-06-22T03:22:31+03:00
created
2026-06-22T10:39:15.363991+03:00
External: 244681
Post ID: badea8ed-a2a1-4dd5-8ff7-e2dd81cdefaa
Open original
Raw text
Qubes OS 4.2 has reached end of life As previously announced ( the Qubes OS 4.2 release series has officially reached end of life (EOL) as of today, 2026-06-21. We strongly urge any remaining Qubes 4.2 users to upgrade to Qubes 4.3 ( immediately. Recommende...
Normalized text
Qubes OS 4.2 has reached end of life As previously announced ( the Qubes OS 4.2 release series has officially reached end of life (EOL) as of today, 2026-06-21. We strongly urge any remaining Qubes 4.2 users to upgrade to Qubes 4.3 ( immediately. Recommende...
Full post payload
Raw text full
Qubes OS 4.2 has reached end of life
As previously announced ( the Qubes OS 4.2 release series has officially reached end of life (EOL) as of today, 2026-06-21. We strongly urge any remaining Qubes 4.2 users to upgrade to Qubes 4.3 ( immediately.
Recommended actions
If you’re already using Qubes 4.3, then you don’t have to do anything. This announcement doesn’t apply to you.
If you’re still using Qubes 4.2, then you should upgrade to Qubes 4.3 as soon as possible. There are two ways to do this:
Perform a clean installation of Qubes 4.3 ( using the latest stable Qubes OS 4.3.1 ISO ( This involves backing up your current system ( replacing your current installation with a fresh Qubes 4.3 installation ( then restoring from your backup ( Many users find this option to be simpler, easier, and less error-prone. However, if you’ve made extensive customizations in dom0, they may need to be redone.
Perform an in-place upgrade from Qubes 4.2 to Qubes 4.3. ( Instead of replacing your existing installation, this method involves installing a special command-line tool in dom0, then using it to upgrade your existing Qubes 4.2 installation to Qubes 4.3. This is a more complex multi-stage process, which makes it most suitable for advanced users. This method preserves your qubes and all the customizations you’ve made in dom0 that are compatible with the in-place upgrade process. While not strictly required, we still strongly recommend making a full backup ( before attempting an in-place upgrade. This way, if anything goes wrong, your data is still safe, and you always have the option of falling back to performing a clean installation.
If you need help, please consult our help and support ( page.
What does end of life (EOL) mean?
When an operating system reaches end of life (EOL), it is no longer supported. This means that it will no longer receive security updates, bug fixes, or new features. An OS that does not receive security updates will not be protected against new vulnerabilities, which is why it’s critically important to upgrade to a supported release.
What about patch releases?
The Qubes OS Project uses the semantic versioning ( standard. Version numbers are written as [major].[minor].[patch]. When a major or minor release reaches EOL, all of its patch releases also reach EOL. In this case, when we say that “Qubes 4.2” (without specifying a [patch] number) has reached EOL, we’re specifying a particular minor release inclusive of all patch releases within it. This means that Qubes 4.2.0, 4.2.1, 4.2.2, 4.2.3, and 4.2.4 have all reached EOL, since they’re all patch releases of the same minor release.
How are EOL dates determined?
Normalized text full
Qubes OS 4.2 has reached end of life
As previously announced ( the Qubes OS 4.2 release series has officially reached end of life (EOL) as of today, 2026-06-21. We strongly urge any remaining Qubes 4.2 users to upgrade to Qubes 4.3 ( immediately.
Recommended actions
If you’re already using Qubes 4.3, then you don’t have to do anything. This announcement doesn’t apply to you.
If you’re still using Qubes 4.2, then you should upgrade to Qubes 4.3 as soon as possible. There are two ways to do this:
Perform a clean installation of Qubes 4.3 ( using the latest stable Qubes OS 4.3.1 ISO ( This involves backing up your current system ( replacing your current installation with a fresh Qubes 4.3 installation ( then restoring from your backup ( Many users find this option to be simpler, easier, and less error-prone. However, if you’ve made extensive customizations in dom0, they may need to be redone.
Perform an in-place upgrade from Qubes 4.2 to Qubes 4.3. ( Instead of replacing your existing installation, this method involves installing a special command-line tool in dom0, then using it to upgrade your existing Qubes 4.2 installation to Qubes 4.3. This is a more complex multi-stage process, which makes it most suitable for advanced users. This method preserves your qubes and all the customizations you’ve made in dom0 that are compatible with the in-place upgrade process. While not strictly required, we still strongly recommend making a full backup ( before attempting an in-place upgrade. This way, if anything goes wrong, your data is still safe, and you always have the option of falling back to performing a clean installation.
If you need help, please consult our help and support ( page.
What does end of life (EOL) mean?
When an operating system reaches end of life (EOL), it is no longer supported. This means that it will no longer receive security updates, bug fixes, or new features. An OS that does not receive security updates will not be protected against new vulnerabilities, which is why it’s critically important to upgrade to a supported release.
What about patch releases?
The Qubes OS Project uses the semantic versioning ( standard. Version numbers are written as [major].[minor].[patch]. When a major or minor release reaches EOL, all of its patch releases also reach EOL. In this case, when we say that “Qubes 4.2” (without specifying a [patch] number) has reached EOL, we’re specifying a particular minor release inclusive of all patch releases within it. This means that Qubes 4.2.0, 4.2.1, 4.2.2, 4.2.3, and 4.2.4 have all reached EOL, since they’re all patch releases of the same minor release.
How are EOL dates determined?
Ingestion metadata
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matched
topic_id
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Embedding ref: emb:9008681ddd8860a91b0f00c776401deb265774bb400f45ec857c72e603d2c1ab
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
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Detected location: Qubes
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extracted_entities
{
  "actors": [
    "Qubes OS",
    "The Qubes OS Project"
  ],
  "entities": [
    "Qubes OS",
    "As",
    "EOL",
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    "What",
    "When",
    "An OS",
    "The Qubes OS Project",
    "Version",
    "In",
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  "event_core_signatures": [],
  "event_keyphrases": [
    "An OS"
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  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [
    "Qubes"
  ],
  "locations": [
    "Qubes"
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  "mentioned_actors": [
    "The Qubes OS Project"
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  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Qubes OS"
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  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [
    "2 has",
    "2 release",
    "2026-06-21",
    "2 users",
    "3 as",
    "1 ISO",
    "3 installation",
    "2 to",
    "2 installation",
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  "numbers": [
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    "2026",
    "06",
    "21",
    "4.3",
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    "0",
    "2",
    "3",
    "4"
  ],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "political_announcement",
  "candidate_event_subtype": "political_announcement",
  "candidate_event_type": "political_announcement",
  "event_action_signature": "political_announcement",
  "event_core_signature": "",
  "event_subtype": "political_announcement",
  "event_trigger_hits_count": "0",
  "event_type": "political_announcement",
  "event_type_missing_reason": "",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.64",
  "generic_event_identity_reasons": "generic_location_preposition",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "true",
  "location_missing_reason": "",
  "parent_event_signature": "",
  "post_semantic_subtype": "diplomatic_statement",
  "post_semantic_subtype_confidence": "0.86",
  "post_semantic_subtype_reasons": "diplomatic_marker",
  "post_type": "summary",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "diplomatic_statement",
  "subtype_before": "political_announcement",
  "subtype_fallback_reason": "",
  "updated_at": "2026-06-22T07:39:50.639362+00:00"
}
quality_confidence
-
Qubes OS 4.2 достиг конца поддержки
677843b4-0c00-4e5c-a04e-3200b9099f50
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T10:39:53.571073+03:00
33
ingested
2026-06-22T10:39:15.363987+03:00
published
2026-06-22T01:56:42+03:00
created
2026-06-22T10:39:15.363989+03:00
External: 244680
Post ID: 3ec9bcfe-6b6f-435d-a2ea-9f2f304b1e3f
Open original
Raw text
Today's NYT Strands Hints, Answers and Help for June 22 Here are hints and answers for the NYT Strands puzzle for June 22 No. 841.
Normalized text
Today's NYT Strands Hints, Answers and Help for June 22 Here are hints and answers for the NYT Strands puzzle for June 22 No. 841.
Full post payload
Raw text full
Today's NYT Strands Hints, Answers and Help for June 22
Here are hints and answers for the NYT Strands puzzle for June 22 No. 841.
Normalized text full
Today's NYT Strands Hints, Answers and Help for June 22
Here are hints and answers for the NYT Strands puzzle for June 22 No. 841.
Ingestion metadata
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    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244680,
    "views": 1
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matched
topic_id
-
Embedding ref: emb:749176be2c6024fce178471df261238be290129a4286906a362198d814e93fc0
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
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extracted_entities
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numbers_and_dates
{
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  "numbers": [
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classifier_flags
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  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-22T07:39:50.502272+00:00"
}
quality_confidence
-
Решения и подсказки для NYT Strands от 22 июня
18701d6a-11fc-416d-9d78-c6574983dffc
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T10:39:53.559875+03:00
34
ingested
2026-06-22T10:39:15.363985+03:00
published
2026-06-22T01:55:43+03:00
created
2026-06-22T10:39:15.363987+03:00
External: 244679
Post ID: 3164adf5-1ed5-4859-95ca-f0b968d395a9
Open original
Raw text
Today's Wordle Hints, Answer and Help for June 22, Here are hints and the answer for today's Wordle for June 22, No. 1,829.
Normalized text
Today's Wordle Hints, Answer and Help for June 22, Here are hints and the answer for today's Wordle for June 22, No. 1,829.
Full post payload
Raw text full
Today's Wordle Hints, Answer and Help for June 22,
Here are hints and the answer for today's Wordle for June 22, No. 1,829.
Normalized text full
Today's Wordle Hints, Answer and Help for June 22,
Here are hints and the answer for today's Wordle for June 22, No. 1,829.
Ingestion metadata
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    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244679,
    "views": 1
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matched
topic_id
-
Embedding ref: emb:f57f49c0ffca08f0a2c58c6d80755f51af1a3df8d429e55436fc237119214f3e
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
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numbers_and_dates
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quality_confidence
-
Решения и подсказки для NYT Strands от 22 июня
18701d6a-11fc-416d-9d78-c6574983dffc
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T10:39:53.559873+03:00
35
ingested
2026-06-22T10:39:15.363976+03:00
published
2026-06-22T01:54:43+03:00
created
2026-06-22T10:39:15.363983+03:00
External: 244678
Post ID: 733a2b4c-2418-491a-ae08-db1d782ef4ef
Open original
Raw text
Today's NYT Connections Hints, Answers and Help for June 22, Here are some hints and the answers for the NYT Connections puzzle for June 22, No. 1,107.
Normalized text
Today's NYT Connections Hints, Answers and Help for June 22, Here are some hints and the answers for the NYT Connections puzzle for June 22, No. 1,107.
Full post payload
Raw text full
Today's NYT Connections Hints, Answers and Help for June 22,
Here are some hints and the answers for the NYT Connections puzzle for June 22, No. 1,107.
Normalized text full
Today's NYT Connections Hints, Answers and Help for June 22,
Here are some hints and the answers for the NYT Connections puzzle for June 22, No. 1,107.
Ingestion metadata
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matched
topic_id
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Embedding ref: emb:eba83a79f1b42f6858b0e9f77b1f2c4b49314642f8e1b303c3b181503c2a76e9
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
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numbers_and_dates
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  "numbers": [
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  "percentages": [],
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classifier_flags
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quality_confidence
-
Решения и подсказки для NYT Strands от 22 июня
18701d6a-11fc-416d-9d78-c6574983dffc
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-22T10:39:53.559865+03:00
36
ingested
2026-06-21T20:21:08.837166+03:00
published
2026-06-21T18:07:46+03:00
created
2026-06-21T20:21:08.837167+03:00
External: 244677
Post ID: 08aeae01-e535-4786-846c-1bbf1c6d5916
Open original
Raw text
Spain vs. Saudi Arabia: Stream FIFA World Cup 2026 Group H Match Live for Free Spain's Lamine Yamal and company go in search of their first win of the tournament as they take on the Green Falcons.
Normalized text
Spain vs. Saudi Arabia: Stream FIFA World Cup 2026 Group H Match Live for Free Spain's Lamine Yamal and company go in search of their first win of the tournament as they take on the Green Falcons.
Full post payload
Raw text full
Spain vs. Saudi Arabia: Stream FIFA World Cup 2026 Group H Match Live for Free
Spain's Lamine Yamal and company go in search of their first win of the tournament as they take on the Green Falcons.
Normalized text full
Spain vs. Saudi Arabia: Stream FIFA World Cup 2026 Group H Match Live for Free
Spain's Lamine Yamal and company go in search of their first win of the tournament as they take on the Green Falcons.
Ingestion metadata
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matched
topic_id
-
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
  "actors": [
    "Saudi Arabia",
    "Stream FIFA World Cup",
    "Group H Match Live",
    "Free Spain",
    "Lamine Yamal",
    "Green Falcons"
  ],
  "entities": [
    "Spain",
    "Saudi Arabia",
    "Stream FIFA World Cup",
    "Group H Match Live",
    "Free\nSpain",
    "Lamine Yamal",
    "Green Falcons"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Stream FIFA World Cup",
    "Group H Match Live",
    "Free Spain",
    "Lamine Yamal",
    "Green Falcons"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Saudi Arabia"
  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [
    "2026"
  ],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-21T17:21:41.602944+00:00"
}
quality_confidence
-
Испания против Саудовской Аравии: прямая трансляция матча ЧМ-2026
a22efe67-d55c-4a8b-90fb-fc7aea6138e9
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.297522+03:00
37
ingested
2026-06-21T20:21:08.837164+03:00
published
2026-06-21T13:22:38+03:00
created
2026-06-21T20:21:08.837165+03:00
External: 244676
Post ID: 716be0f0-7192-4d63-a393-728dcd7e3d3f
Open original
Raw text
Today's NYT Strands Hints, Answers and Help for June 21 Here are hints and answers for the NYT Strands puzzle for June 21, No. 840.
Normalized text
Today's NYT Strands Hints, Answers and Help for June 21 Here are hints and answers for the NYT Strands puzzle for June 21, No. 840.
Full post payload
Raw text full
Today's NYT Strands Hints, Answers and Help for June 21
Here are hints and answers for the NYT Strands puzzle for June 21, No. 840.
Normalized text full
Today's NYT Strands Hints, Answers and Help for June 21
Here are hints and answers for the NYT Strands puzzle for June 21, No. 840.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244676,
    "views": 2
  }
}
matched
topic_id
-
Embedding ref: emb:258064995d75ce7d2cfbfdf9c70ab6fe3d10e1f284c4071fe2a8ff8a9a4c214a
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
embedding_vector full
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numbers_and_dates
{
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classifier_flags
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  "updated_at": "2026-06-21T17:21:41.542699+00:00"
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quality_confidence
-
Играю в NYT Connections 21 июня
ed6ed389-b30c-43b3-986e-4cd4431fba84
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.313652+03:00
38
ingested
2026-06-21T20:21:08.837162+03:00
published
2026-06-21T13:21:38+03:00
created
2026-06-21T20:21:08.837164+03:00
External: 244675
Post ID: aae7ff80-a62e-4631-af6e-43bd85717b25
Open original
Raw text
Today's NYT Connections: Sports Edition Hints and Answers for June 21, Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 21, No. 636.
Normalized text
Today's NYT Connections: Sports Edition Hints and Answers for June 21, Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 21, No. 636.
Full post payload
Raw text full
Today's NYT Connections: Sports Edition Hints and Answers for June 21,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 21, No. 636.
Normalized text full
Today's NYT Connections: Sports Edition Hints and Answers for June 21,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for June 21, No. 636.
Ingestion metadata
{
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    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244675,
    "views": 2
  }
}
matched
topic_id
-
Embedding ref: emb:5fc12cc12ac1d5f3e6bf9e3cef68eea1a985068562cda0c8b431719085eff66e
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
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  "entities": [
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  "mentioned_actors": [
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  "primary_actors": [
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}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [
    "21",
    "636"
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  "percentages": [],
  "times": []
}
classifier_flags
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  "location_missing_reason": "no_registry_or_generic_location_match",
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  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
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  "promotional_suffix_removed": "false",
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  "updated_at": "2026-06-21T17:21:41.473087+00:00"
}
quality_confidence
-
Играю в NYT Connections 21 июня
ed6ed389-b30c-43b3-986e-4cd4431fba84
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.313651+03:00
39
ingested
2026-06-21T20:21:08.837160+03:00
published
2026-06-21T13:20:37+03:00
created
2026-06-21T20:21:08.837161+03:00
External: 244674
Post ID: e6672c22-cef8-42fb-9937-1c05b5619fde
Open original
Raw text
Today's NYT Connections Hints, Answers and Help for June 21, Here are some hints and the answers for the NYT Connections puzzle for June 21 No. 1,106.
Normalized text
Today's NYT Connections Hints, Answers and Help for June 21, Here are some hints and the answers for the NYT Connections puzzle for June 21 No. 1,106.
Full post payload
Raw text full
Today's NYT Connections Hints, Answers and Help for June 21,
Here are some hints and the answers for the NYT Connections puzzle for June 21 No. 1,106.
Normalized text full
Today's NYT Connections Hints, Answers and Help for June 21,
Here are some hints and the answers for the NYT Connections puzzle for June 21 No. 1,106.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244674,
    "views": 2
  }
}
matched
topic_id
-
Embedding ref: emb:4e6acd47e418fbef8d31212f1b4bfebdc69d718330095084c9545840f0d4ffe3
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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numbers_and_dates
{
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classifier_flags
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  "updated_at": "2026-06-21T17:21:41.408754+00:00"
}
quality_confidence
-
Играю в NYT Connections 21 июня
ed6ed389-b30c-43b3-986e-4cd4431fba84
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.313648+03:00
40
ingested
2026-06-21T20:21:08.837158+03:00
published
2026-06-21T13:19:37+03:00
created
2026-06-21T20:21:08.837159+03:00
External: 244673
Post ID: ee0b4fbd-789d-44aa-b9e3-f0e0a0825253
Open original
Raw text
Today's Wordle Hints, Answer and Help for June 21, Here are hints and the answer for today's Wordle for June 21, No. 1,828.
Normalized text
Today's Wordle Hints, Answer and Help for June 21, Here are hints and the answer for today's Wordle for June 21, No. 1,828.
Full post payload
Raw text full
Today's Wordle Hints, Answer and Help for June 21,
Here are hints and the answer for today's Wordle for June 21, No. 1,828.
Normalized text full
Today's Wordle Hints, Answer and Help for June 21,
Here are hints and the answer for today's Wordle for June 21, No. 1,828.
Ingestion metadata
{
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  "connector_metadata": {
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    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244673,
    "views": 2
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}
matched
topic_id
-
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Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
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Сегодняшние подсказки и ответ Wordle за 21 июня
c9499d7f-eec6-4238-ac52-adce3f79acac
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.377533+03:00
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ingested
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published
2026-06-21T09:24:27+03:00
created
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External: 244672
Post ID: 636be023-89e8-4adf-af20-1169194f8794
Open original
Raw text
Today's NYT Mini Crossword Answers for Sunday, June 21 Here are the answers for The New York Times Mini Crossword for June 21.
Normalized text
Today's NYT Mini Crossword Answers for Sunday, June 21 Here are the answers for The New York Times Mini Crossword for June 21.
Full post payload
Raw text full
Today's NYT Mini Crossword Answers for Sunday, June 21
Here are the answers for The New York Times Mini Crossword for June 21.
Normalized text full
Today's NYT Mini Crossword Answers for Sunday, June 21
Here are the answers for The New York Times Mini Crossword for June 21.
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matched
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numbers_and_dates
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quality_confidence
-
Играю в NYT Connections 21 июня
ed6ed389-b30c-43b3-986e-4cd4431fba84
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.313638+03:00
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published
2026-06-21T09:23:26+03:00
created
2026-06-21T20:21:08.837156+03:00
External: 244671
Post ID: 23a77f76-fb27-44ee-8c22-014ae8d69f5e
Open original
Raw text
'From' EPs Talk Season 4's Man in Yellow and Murderous Dolls I chatted with John Griffin, Jeff Pinkner and Jack Bender about the penultimate season.
Normalized text
'From' EPs Talk Season 4's Man in Yellow and Murderous Dolls I chatted with John Griffin, Jeff Pinkner and Jack Bender about the penultimate season.
Full post payload
Raw text full
'From' EPs Talk Season 4's Man in Yellow and Murderous Dolls
I chatted with John Griffin, Jeff Pinkner and Jack Bender about the penultimate season.
Normalized text full
'From' EPs Talk Season 4's Man in Yellow and Murderous Dolls
I chatted with John Griffin, Jeff Pinkner and Jack Bender about the penultimate season.
Ingestion metadata
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matched
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Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: Yellow
Feature JSON diagnostics
embedding_vector full
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extracted_entities
{
  "actors": [
    "EPs Talk Season",
    "Murderous Dolls I",
    "John Griffin",
    "Jeff Pinkner",
    "Jack Bender"
  ],
  "entities": [
    "From",
    "EPs Talk Season",
    "Man",
    "Yellow",
    "Murderous Dolls\nI",
    "John Griffin",
    "Jeff Pinkner",
    "Jack Bender"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [
    "Yellow"
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  "locations": [
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  "mentioned_actors": [
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    "Jeff Pinkner",
    "Jack Bender"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
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  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [],
  "numbers": [
    "4"
  ],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "murder",
  "candidate_event_subtype": "killing",
  "candidate_event_type": "murder",
  "event_action_signature": "murder",
  "event_core_signature": "",
  "event_subtype": "killing",
  "event_trigger_hits_count": "0",
  "event_type": "murder",
  "event_type_missing_reason": "",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.64",
  "generic_event_identity_reasons": "generic_location_preposition",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "",
  "parent_event_signature": "",
  "post_semantic_subtype": "crime_case",
  "post_semantic_subtype_confidence": "0.86",
  "post_semantic_subtype_reasons": "crime_marker",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "crime_case",
  "subtype_before": "killing",
  "subtype_fallback_reason": "",
  "updated_at": "2026-06-21T17:21:41.192228+00:00"
}
quality_confidence
-
Создатели обсудили предпоследний сезон
4e274408-a9ec-4049-a741-16ea9f7e9107
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.302722+03:00
43
ingested
2026-06-21T20:21:08.837153+03:00
published
2026-06-21T02:07:11+03:00
created
2026-06-21T20:21:08.837154+03:00
External: 244670
Post ID: f137ce97-03a3-4248-95eb-7beaf2617f98
Open original
Raw text
Germany vs. Ivory Coast: Stream the FIFA World Cup 2026 Group E Match Live for Free The two Group E front-runners meet in Toronto.
Normalized text
Germany vs. Ivory Coast: Stream the FIFA World Cup 2026 Group E Match Live for Free The two Group E front-runners meet in Toronto.
Full post payload
Raw text full
Germany vs. Ivory Coast: Stream the FIFA World Cup 2026 Group E Match Live for Free
The two Group E front-runners meet in Toronto.
Normalized text full
Germany vs. Ivory Coast: Stream the FIFA World Cup 2026 Group E Match Live for Free
The two Group E front-runners meet in Toronto.
Ingestion metadata
{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244670,
    "views": 1
  }
}
matched
topic_id
-
Embedding ref: emb:021011eff0405beff32e1c098e27eec891a39fb9731fd731cb1e8de13d1a7bf2
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: Toronto
Feature JSON diagnostics
embedding_vector full
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{
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  "entities": [
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numbers_and_dates
{
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classifier_flags
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quality_confidence
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Испания против Саудовской Аравии: прямая трансляция матча ЧМ-2026
a22efe67-d55c-4a8b-90fb-fc7aea6138e9
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-21T20:21:49.297508+03:00
44
ingested
2026-06-21T20:21:08.837151+03:00
published
2026-06-20T19:23:26+03:00
created
2026-06-21T20:21:08.837152+03:00
External: 244669
Post ID: 930782f4-c9f0-4b89-8b73-c508e79a85b6
Open original
Raw text
How I Nailed These Tricky Macro Shots for a Major CNET Feature Story I wanted beautiful macro product photos and videos for a CNET feature. Here's a behind-the-scenes look at how I got them.
Normalized text
How I Nailed These Tricky Macro Shots for a Major CNET Feature Story I wanted beautiful macro product photos and videos for a CNET feature. Here's a behind-the-scenes look at how I got them.
Full post payload
Raw text full
How I Nailed These Tricky Macro Shots for a Major CNET Feature Story
I wanted beautiful macro product photos and videos for a CNET feature. Here's a behind-the-scenes look at how I got them.
Normalized text full
How I Nailed These Tricky Macro Shots for a Major CNET Feature Story
I wanted beautiful macro product photos and videos for a CNET feature. Here's a behind-the-scenes look at how I got them.
Ingestion metadata
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ingested
topic_id
-
No PostAnalysisFeatures yet. Not attached to an event.
45
ingested
2026-06-21T20:21:08.837142+03:00
published
2026-06-20T19:22:26+03:00
created
2026-06-21T20:21:08.837150+03:00
External: 244668
Post ID: a88e3f45-9b2a-42a9-b69f-482cea0d4bd3
Open original
Raw text
These AI Scams All Have Red Flags. Here's How to Spot Them The best thing you can do is to stay cautious and never hand over sensitive data.
Normalized text
These AI Scams All Have Red Flags. Here's How to Spot Them The best thing you can do is to stay cautious and never hand over sensitive data.
Full post payload
Raw text full
These AI Scams All Have Red Flags. Here's How to Spot Them
The best thing you can do is to stay cautious and never hand over sensitive data.
Normalized text full
These AI Scams All Have Red Flags. Here's How to Spot Them
The best thing you can do is to stay cautious and never hand over sensitive data.
Ingestion metadata
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ingested
topic_id
-
No PostAnalysisFeatures yet. Not attached to an event.
46
ingested
2026-06-20T14:57:24.237221+03:00
published
2026-06-20T14:38:13+03:00
created
2026-06-20T14:57:24.237224+03:00
External: 244667
Post ID: 5faf3a3b-b460-49a4-a611-a945e493afa9
Open original
Raw text
All the Ways to Use a Cast-Iron Skillet on the Grill (and Why You Definitely Should) Few tools pull double duty in the outdoor kitchen quite like a cast-iron skillet. Here's how the experts recommend putting one to work on your grill this summer.
Normalized text
All the Ways to Use a Cast-Iron Skillet on the Grill (and Why You Definitely Should) Few tools pull double duty in the outdoor kitchen quite like a cast-iron skillet. Here's how the experts recommend putting one to work on your grill this summer.
Full post payload
Raw text full
All the Ways to Use a Cast-Iron Skillet on the Grill (and Why You Definitely Should)
Few tools pull double duty in the outdoor kitchen quite like a cast-iron skillet. Here's how the experts recommend putting one to work on your grill this summer.
Normalized text full
All the Ways to Use a Cast-Iron Skillet on the Grill (and Why You Definitely Should)
Few tools pull double duty in the outdoor kitchen quite like a cast-iron skillet. Here's how the experts recommend putting one to work on your grill this summer.
Ingestion metadata
{
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matched
topic_id
-
Embedding ref: emb:548d45a671a8e8a906ff4607dfc81f21fc33897500da27c6bd973fb40b88cfee
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Feature JSON diagnostics
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extracted_entities
{
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  "entities": [
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numbers_and_dates
{
  "currencies": [],
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  "numbers": [],
  "percentages": [],
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}
classifier_flags
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  "post_semantic_subtype": "other",
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  "post_semantic_subtype_reasons": "fallback",
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  "promotional_suffix_removed": "false",
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  "updated_at": "2026-06-20T11:57:57.337318+00:00"
}
quality_confidence
-
Как использовать чугунную сковороду на гриле
88c5f1f0-e0de-403e-a37b-fffb4369e114
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-20T14:57:59.841855+03:00
47
ingested
2026-06-20T14:57:24.237205+03:00
published
2026-06-20T07:03:19+03:00
created
2026-06-20T14:57:24.237218+03:00
External: 244666
Post ID: 9aa04712-e792-4d40-a625-9027a517a7f4
Open original
Raw text
Today's NYT Strands Hints, Answers and Help for June 20 Here are hints and answers for the NYT Strands puzzle for June 20 No. 839.
Normalized text
Today's NYT Strands Hints, Answers and Help for June 20 Here are hints and answers for the NYT Strands puzzle for June 20 No. 839.
Full post payload
Raw text full
Today's NYT Strands Hints, Answers and Help for June 20
Here are hints and answers for the NYT Strands puzzle for June 20 No. 839.
Normalized text full
Today's NYT Strands Hints, Answers and Help for June 20
Here are hints and answers for the NYT Strands puzzle for June 20 No. 839.
Ingestion metadata
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  "connector_metadata": {
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    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244666,
    "views": 1
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}
matched
topic_id
-
Embedding ref: emb:89f5824546aa2b7b983f0109c24b6cc1f1411007b16a77e69e55580a46e9006b
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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extracted_entities
{
  "actors": [
    "NYT Strands Hints",
    "NYT Strands"
  ],
  "entities": [
    "Today",
    "NYT Strands Hints",
    "Answers",
    "Help",
    "June",
    "Here",
    "NYT Strands",
    "No"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "NYT Strands Hints",
    "NYT Strands"
  ],
  "reacting_actor": []
}
numbers_and_dates
{
  "currencies": [],
  "dates": [
    "20\nHere",
    "20 No"
  ],
  "numbers": [
    "20",
    "839"
  ],
  "percentages": [],
  "times": []
}
classifier_flags
{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-20T11:57:57.237076+00:00"
}
quality_confidence
-
Головоломка NYT Strands от 20 июня
f0a764ec-385c-44cc-9450-1293e67a4633
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-20T14:57:59.798697+03:00
48
ingested
2026-06-19T23:49:34.919337+03:00
published
2026-06-19T23:43:38+03:00
created
2026-06-19T23:49:34.919342+03:00
External: 244665
Post ID: c1592925-bfc6-4afc-8d50-0397175307a0
Open original
Raw text
Stop Wasting Prompts: An Expert's Guide to Creating Better AI Images I've used every major AI image generator on the market. These are my pro tips and tricks.
Normalized text
Stop Wasting Prompts: An Expert's Guide to Creating Better AI Images I've used every major AI image generator on the market. These are my pro tips and tricks.
Full post payload
Raw text full
Stop Wasting Prompts: An Expert's Guide to Creating Better AI Images
I've used every major AI image generator on the market. These are my pro tips and tricks.
Normalized text full
Stop Wasting Prompts: An Expert's Guide to Creating Better AI Images
I've used every major AI image generator on the market. These are my pro tips and tricks.
Ingestion metadata
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matched
topic_id
-
Embedding ref: emb:f059893559622cd2726c1525e483a3369743494a44e0ed6484037ba034bef332
Embedding storage: postgres
Embedding dimension: 384
Embedding model: paraphrase-multilingual-MiniLM-L12-v2
Vector preview
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Language: en
Detected location: -
Feature JSON diagnostics
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Эксперт делится советами по созданию AI-изображений
7d6190a6-0433-4bae-8379-54c3830279a4
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-19T23:49:41.917468+03:00
49
ingested
2026-06-19T23:49:34.919318+03:00
published
2026-06-19T23:42:38+03:00
created
2026-06-19T23:49:34.919334+03:00
External: 244664
Post ID: 407cc8a8-0c50-4256-b058-8206254e085b
Open original
Raw text
USA vs. Australia: Stream FIFA World Cup 2026 Group D Match Live for Free A win for Mauricio Pochettino's USMNT will see them qualify for the round of 32 with a game to spare.
Normalized text
USA vs. Australia: Stream FIFA World Cup 2026 Group D Match Live for Free A win for Mauricio Pochettino's USMNT will see them qualify for the round of 32 with a game to spare.
Full post payload
Raw text full
USA vs. Australia: Stream FIFA World Cup 2026 Group D Match Live for Free
A win for Mauricio Pochettino's USMNT will see them qualify for the round of 32 with a game to spare.
Normalized text full
USA vs. Australia: Stream FIFA World Cup 2026 Group D Match Live for Free
A win for Mauricio Pochettino's USMNT will see them qualify for the round of 32 with a game to spare.
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topic_id
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extracted_entities
{
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    "Stream FIFA World Cup",
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    "Free A",
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  "entities": [
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numbers_and_dates
{
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classifier_flags
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quality_confidence
-
USA vs. Australia: Live FIFA World Cup 2026 Group D match
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topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-19T23:49:41.908395+03:00
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ingested
2026-06-19T22:09:22.087535+03:00
published
2026-06-19T19:28:20+03:00
created
2026-06-19T22:09:22.087555+03:00
External: 244663
Post ID: 85a43741-1d83-4869-88a7-98d95820fe9a
Open original
Raw text
I’m a Full-Time Digital Nomad: These Are My Favorite Travel Apps Full-time travel is complicated, but modern tech makes it easier. These are my 9 personal favorite apps for saving time, finding budget flights, and ensuring online security while abroad.
Normalized text
I’m a Full-Time Digital Nomad: These Are My Favorite Travel Apps Full-time travel is complicated, but modern tech makes it easier. These are my 9 personal favorite apps for saving time, finding budget flights, and ensuring online security while abroad.
Full post payload
Raw text full
I’m a Full-Time Digital Nomad: These Are My Favorite Travel Apps
Full-time travel is complicated, but modern tech makes it easier. These are my 9 personal favorite apps for saving time, finding budget flights, and ensuring online security while abroad.
Normalized text full
I’m a Full-Time Digital Nomad: These Are My Favorite Travel Apps
Full-time travel is complicated, but modern tech makes it easier. These are my 9 personal favorite apps for saving time, finding budget flights, and ensuring online security while abroad.
Ingestion metadata
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numbers_and_dates
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quality_confidence
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Digital Nomad Shares Top Travel Apps
a209ab82-add5-4296-a070-dfb508b439ed
topic_id 1cebc882-7c2f-4da8-9dba-ca5a7011d055
reason initial_cluster
similarity -
attached 2026-06-19T22:09:31.923827+03:00
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