Triple

T7950739
Position Surface form Disambiguated ID Type / Status
Subject Last Holiday E184606 entity
Predicate producer P490 FINISHED
Object Bob Cooper
Bob Cooper is a film producer best known for his work on the romantic comedy "Last Holiday" and other mainstream Hollywood projects.
 E705006 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: Bob Cooper | Statement: [Last Holiday, producer, Bob Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Cooper
Context triple: [Last Holiday, producer, Bob Cooper]
  • A. Bruce Cooper
    Bruce Cooper is a fashion industry professional best known as the founder of the international modeling agency Wilhelmina Models.
  • B. William Cooper
    William Cooper was an Aboriginal Australian activist and Yorta Yorta elder best known for his pioneering political advocacy for Indigenous rights and justice in the early 20th century.
  • C. William Cooper
    William Cooper was an American land developer and judge best known as the founder of Cooperstown, New York, and the patriarch of the Cooper family that included novelist James Fenimore Cooper.
  • D. Sam Cooper
    Sam Cooper is a British builder and decorator best known for his former marriage to singer-songwriter Lily Allen.
  • E. Wyn Cooper
    Wyn Cooper is an American poet and songwriter whose poem inspired the lyrics to Sheryl Crow’s hit song “All I Wanna Do.”
  • 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: Bob Cooper
Triple: [Last Holiday, producer, Bob Cooper]
Generated description
Bob Cooper is a film producer best known for his work on the romantic comedy "Last Holiday" and other mainstream Hollywood projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Cooper
Target entity description: Bob Cooper is a film producer best known for his work on the romantic comedy "Last Holiday" and other mainstream Hollywood projects.
  • A. Bruce Cooper
    Bruce Cooper is a fashion industry professional best known as the founder of the international modeling agency Wilhelmina Models.
  • B. William Cooper
    William Cooper was an Aboriginal Australian activist and Yorta Yorta elder best known for his pioneering political advocacy for Indigenous rights and justice in the early 20th century.
  • C. William Cooper
    William Cooper was an American land developer and judge best known as the founder of Cooperstown, New York, and the patriarch of the Cooper family that included novelist James Fenimore Cooper.
  • D. Sam Cooper
    Sam Cooper is a British builder and decorator best known for his former marriage to singer-songwriter Lily Allen.
  • E. Wyn Cooper
    Wyn Cooper is an American poet and songwriter whose poem inspired the lyrics to Sheryl Crow’s hit song “All I Wanna Do.”
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe04872ec819090819899ed8dfc80 completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cc46bfad4081908de1667b8a10ed0a completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47e7167881908dce54e8b4615900 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:10 p.m.