Triple

T3036040
Position Surface form Disambiguated ID Type / Status
Subject Wilhelmina Models E83010 entity
Predicate foundedBy P104 FINISHED
Object Bruce Cooper
Bruce Cooper is a fashion industry professional best known as the founder of the international modeling agency Wilhelmina Models.
 E320276 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: Bruce Cooper | Statement: [Wilhelmina Models, foundedBy, Bruce Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bruce Cooper
Context triple: [Wilhelmina Models, foundedBy, Bruce Cooper]
  • A. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • B. Bruce Woolley
    Bruce Woolley is an English musician, singer-songwriter, and record producer best known for co-writing the hit song "Video Killed the Radio Star" and for his work with acts like The Buggles and The Camera Club.
  • C. Bryan Woodman
    Bryan Woodman is a young, ambitious energy analyst whose personal tragedy and moral awakening drive one of the central storylines in the geopolitical drama film "Syriana."
  • D. Ben Hanscom
    Ben Hanscom is one of the central members of the Losers' Club in Stephen King's horror novel "It," known for his intelligence, kindness, and pivotal role in confronting the creature terrorizing Derry.
  • E. Alan Osbiston
    Alan Osbiston was a British film editor known for his work on notable mid-20th-century films, including major war and drama productions.
  • 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: Bruce Cooper
Triple: [Wilhelmina Models, foundedBy, Bruce Cooper]
Generated description
Bruce Cooper is a fashion industry professional best known as the founder of the international modeling agency Wilhelmina Models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bruce Cooper
Target entity description: Bruce Cooper is a fashion industry professional best known as the founder of the international modeling agency Wilhelmina Models.
  • A. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • B. Bruce Woolley
    Bruce Woolley is an English musician, singer-songwriter, and record producer best known for co-writing the hit song "Video Killed the Radio Star" and for his work with acts like The Buggles and The Camera Club.
  • C. Bryan Woodman
    Bryan Woodman is a young, ambitious energy analyst whose personal tragedy and moral awakening drive one of the central storylines in the geopolitical drama film "Syriana."
  • D. Ben Hanscom
    Ben Hanscom is one of the central members of the Losers' Club in Stephen King's horror novel "It," known for his intelligence, kindness, and pivotal role in confronting the creature terrorizing Derry.
  • E. Alan Osbiston
    Alan Osbiston was a British film editor known for his work on notable mid-20th-century films, including major war and drama productions.
  • 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_69ad8b2298908190a7cb4e9bdbf064d0 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9b2bb60c8190b1721f832f2581a1 completed March 8, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1dec577d481909a659607c17983ce completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df61bb208190b7714ff14ff81a99 completed March 11, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b1dfd8fc5481908f1e130226d606fb completed March 11, 2026, 9:34 p.m.
Created at: March 8, 2026, 3:01 p.m.