Triple

T21968045
Position Surface form Disambiguated ID Type / Status
Subject Cook Group E542509 entity
Predicate foundedBy P104 FINISHED
Object Bill Cook
Bill Cook was an American entrepreneur and philanthropist best known as the founder of the medical device manufacturer Cook Group.
 E1510160 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: Bill Cook | Statement: [Cook Group, foundedBy, Bill Cook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Cook
Context triple: [Cook Group, foundedBy, Bill Cook]
  • A. Brad Cook
    Brad Cook is a music producer known for his work with indie and alternative artists, contributing to critically acclaimed albums across the contemporary music scene.
  • B. Byron Cook
    Byron Cook is a computer scientist known for his work in formal verification and program analysis, particularly in proving program termination and safety.
  • C. Chris Cook
    Chris Cook is an Australian clockmaker and designer best known for creating the intricate and monumental Great Australian Clock in Sydney’s Queen Victoria Building.
  • D. Craig Cook
    Craig Cook is a family member of Egypt Daoud Dean, the son of musicians Alicia Keys and Swizz Beatz.
  • E. Jacob Cook
    Jacob Cook was an early settler and prominent local figure after whom the community of Cooksville was named.
  • 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: Bill Cook
Triple: [Cook Group, foundedBy, Bill Cook]
Generated description
Bill Cook was an American entrepreneur and philanthropist best known as the founder of the medical device manufacturer Cook Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Cook
Target entity description: Bill Cook was an American entrepreneur and philanthropist best known as the founder of the medical device manufacturer Cook Group.
  • A. Brad Cook
    Brad Cook is a music producer known for his work with indie and alternative artists, contributing to critically acclaimed albums across the contemporary music scene.
  • B. Byron Cook
    Byron Cook is a computer scientist known for his work in formal verification and program analysis, particularly in proving program termination and safety.
  • C. Chris Cook
    Chris Cook is an Australian clockmaker and designer best known for creating the intricate and monumental Great Australian Clock in Sydney’s Queen Victoria Building.
  • D. Craig Cook
    Craig Cook is a family member of Egypt Daoud Dean, the son of musicians Alicia Keys and Swizz Beatz.
  • E. Jacob Cook
    Jacob Cook was an early settler and prominent local figure after whom the community of Cooksville was named.
  • 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_69e0c47fab1081908dc74a6545dbb051 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1245c5d148190af2a06190ba32feb completed April 28, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6714dec081908b4b7c33b10c1ccb completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67b1437c81909ad38cf9c183a073 completed May 18, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68244250819082094878c9001b5c completed May 18, 2026, 1:15 a.m.
Created at: April 16, 2026, 8:02 p.m.