Triple

T2506653
Position Surface form Disambiguated ID Type / Status
Subject TLC E52599 entity
Predicate notableProgram P4 FINISHED
Object Extreme Couponing
Extreme Couponing is a reality television series that follows shoppers who use extensive coupon strategies to amass large quantities of groceries and household items at dramatically reduced prices.
E271949 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: Extreme Couponing | Statement: [TLC, notableProgram, Extreme Couponing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Extreme Couponing
Context triple: [TLC, notableProgram, Extreme Couponing]
  • A. 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.
  • 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. Hoarders
    Hoarders is a reality television series that documents the lives and living conditions of individuals struggling with compulsive hoarding disorder and the efforts to help them clean and recover.
  • D. The Limited
    The Limited is an American retail clothing brand and former mall-based specialty store chain known for its women’s apparel and its role in building the retail empire of the Wexner family.
  • E. Zákupy
    Zákupy is a small historic town in the Liberec Region of the Czech Republic, known for its Renaissance-Baroque chateau and its association with the Habsburg dynasty.
  • 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: Extreme Couponing
Triple: [TLC, notableProgram, Extreme Couponing]
Generated description
Extreme Couponing is a reality television series that follows shoppers who use extensive coupon strategies to amass large quantities of groceries and household items at dramatically reduced prices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Extreme Couponing
Target entity description: Extreme Couponing is a reality television series that follows shoppers who use extensive coupon strategies to amass large quantities of groceries and household items at dramatically reduced prices.
  • A. 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.
  • 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. Hoarders
    Hoarders is a reality television series that documents the lives and living conditions of individuals struggling with compulsive hoarding disorder and the efforts to help them clean and recover.
  • D. The Limited
    The Limited is an American retail clothing brand and former mall-based specialty store chain known for its women’s apparel and its role in building the retail empire of the Wexner family.
  • E. Zákupy
    Zákupy is a small historic town in the Liberec Region of the Czech Republic, known for its Renaissance-Baroque chateau and its association with the Habsburg dynasty.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cfeb408190ba8107296310dbfc completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa7dbb88190815087416b207b54 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af203f7ca08190ba781891bd879192 completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20cd13a88190a35bc1b74ad088ef completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.