Triple

T1450202
Position Surface form Disambiguated ID Type / Status
Subject Herald Square E31271 entity
Predicate associatedWithEvent P37 FINISHED
Object Black Friday shopping
Black Friday shopping is the annual post-Thanksgiving retail event in the United States known for massive sales, doorbuster deals, and large crowds of bargain-hunting consumers.
 E165600 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Black Friday shopping | Statement: [Herald Square, associatedWithEvent, Black Friday shopping]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Black Friday shopping
Context triple: [Herald Square, associatedWithEvent, Black Friday shopping]
  • A. Double Eleven
    Double Eleven is a British video game development studio known for co-developing and porting titles for major partners, including work on games from Mojang Studios.
  • B. Buy Nothing Day
    Buy Nothing Day is an international anti-consumerism event encouraging people to abstain from shopping for 24 hours as a protest against overconsumption and corporate culture.
  • C. Fridays
    Fridays was a Cartoon Network programming block that showcased new episodes and premieres of the channel’s animated series, typically airing on Friday evenings.
  • D. Black Friday (8 September 1978)
    Black Friday (8 September 1978) was a pivotal and bloody crackdown by Iranian security forces on protesters in Tehran, widely seen as a turning point that radicalized opposition and accelerated the Iranian Revolution.
  • E. Sharchop
    The Sharchop are an indigenous ethnic group of eastern Bhutan known for their distinct Tibeto-Burman language varieties and cultural traditions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Black Friday shopping
Triple: [Herald Square, associatedWithEvent, Black Friday shopping]
Generated description
Black Friday shopping is the annual post-Thanksgiving retail event in the United States known for massive sales, doorbuster deals, and large crowds of bargain-hunting consumers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Black Friday shopping
Target entity description: Black Friday shopping is the annual post-Thanksgiving retail event in the United States known for massive sales, doorbuster deals, and large crowds of bargain-hunting consumers.
  • A. Double Eleven
    Double Eleven is a British video game development studio known for co-developing and porting titles for major partners, including work on games from Mojang Studios.
  • B. Buy Nothing Day
    Buy Nothing Day is an international anti-consumerism event encouraging people to abstain from shopping for 24 hours as a protest against overconsumption and corporate culture.
  • C. Fridays
    Fridays was a Cartoon Network programming block that showcased new episodes and premieres of the channel’s animated series, typically airing on Friday evenings.
  • D. Black Friday (8 September 1978)
    Black Friday (8 September 1978) was a pivotal and bloody crackdown by Iranian security forces on protesters in Tehran, widely seen as a turning point that radicalized opposition and accelerated the Iranian Revolution.
  • E. Sharchop
    The Sharchop are an indigenous ethnic group of eastern Bhutan known for their distinct Tibeto-Burman language varieties and cultural traditions.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c55d923c8190957756f834f94462 completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c4c940819091d15c4d2ffa6b1c completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09d0c4d88190b5f79a92821ef577 completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a5eeac08190a4d13f4819fc1aba completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 8 p.m.