Triple

T3128673
Position Surface form Disambiguated ID Type / Status
Subject i,i E65357 entity
Predicate producer P490 FINISHED
Object 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.
 E329880 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: Brad Cook | Statement: [i,i, producer, Brad Cook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brad Cook
Context triple: [i,i, producer, Brad Cook]
  • A. 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.
  • B. Brad Van Pelt
    Brad Van Pelt was a standout linebacker for the New York Giants in the 1970s and early 1980s, known for his Pro Bowl-caliber play and leadership on defense.
  • C. Jacob Cooke
    Jacob Cooke was a 17th-century colonist in Plymouth Colony, known as the son of Mayflower passenger Francis Cooke and a member of an early New England settler family.
  • D. Matthew Shoemaker
    Matthew Shoemaker is a Canadian municipal politician serving as the mayor of Sault Ste. Marie, Ontario.
  • E. Steven Fulop
    Steven Fulop is an American politician who has served as the mayor of Jersey City, New Jersey, and is known for his focus on urban development and progressive local policies.
  • 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: Brad Cook
Triple: [i,i, producer, Brad Cook]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brad Cook
Target entity description: 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.
  • A. 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.
  • B. Brad Van Pelt
    Brad Van Pelt was a standout linebacker for the New York Giants in the 1970s and early 1980s, known for his Pro Bowl-caliber play and leadership on defense.
  • C. Jacob Cooke
    Jacob Cooke was a 17th-century colonist in Plymouth Colony, known as the son of Mayflower passenger Francis Cooke and a member of an early New England settler family.
  • D. Matthew Shoemaker
    Matthew Shoemaker is a Canadian municipal politician serving as the mayor of Sault Ste. Marie, Ontario.
  • E. Steven Fulop
    Steven Fulop is an American politician who has served as the mayor of Jersey City, New Jersey, and is known for his focus on urban development and progressive local policies.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada548123c8190bcfe780c65941585 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f7c70108190b61177d1581fc33f completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2138e2bdc8190aa0a8a1dcd1e20fc completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b21438b6e881908da0117ebc9bb2b4 completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.