Triple

T16527235
Position Surface form Disambiguated ID Type / Status
Subject The Whip E401471 entity
Predicate hasFormerMember P1168 FINISHED
Object Darren "Daz" Cooper
Darren "Daz" Cooper is a musician best known as a former member of the English dance-rock band The Whip.
E1218137 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: Darren "Daz" Cooper | Statement: [The Whip, hasFormerMember, Darren "Daz" Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darren "Daz" Cooper
Context triple: [The Whip, hasFormerMember, Darren "Daz" Cooper]
  • A. Darren Jones
    Darren Jones is a British Labour Party politician who has served as the Member of Parliament for Bristol North West.
  • B. Darren Eales
    Darren Eales is a British football executive known for serving as president of Major League Soccer club Atlanta United FC, where he helped build the expansion team into a successful franchise.
  • C. Darren Emerson
    Darren Emerson is an English DJ and electronic music producer best known for his influential work in the 1990s progressive house and techno scenes.
  • D. Darren Henry
    Darren Henry is an actor known for playing the character John Thomas Teller.
  • E. Darren Burrows
    Darren Burrows is an American actor best known for his role as Ed Chigliak on the television series "Northern Exposure."
  • 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: Darren "Daz" Cooper
Triple: [The Whip, hasFormerMember, Darren "Daz" Cooper]
Generated description
Darren "Daz" Cooper is a musician best known as a former member of the English dance-rock band The Whip.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darren "Daz" Cooper
Target entity description: Darren "Daz" Cooper is a musician best known as a former member of the English dance-rock band The Whip.
  • A. Darren Jones
    Darren Jones is a British Labour Party politician who has served as the Member of Parliament for Bristol North West.
  • B. Darren Eales
    Darren Eales is a British football executive known for serving as president of Major League Soccer club Atlanta United FC, where he helped build the expansion team into a successful franchise.
  • C. Darren Emerson
    Darren Emerson is an English DJ and electronic music producer best known for his influential work in the 1990s progressive house and techno scenes.
  • D. Darren Henry
    Darren Henry is an actor known for playing the character John Thomas Teller.
  • E. Darren Burrows
    Darren Burrows is an American actor best known for his role as Ed Chigliak on the television series "Northern Exposure."
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed4b8a08190b5f179fc583001a6 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00608d36dc8190a094fa4513147c85 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a0061a6e1e88190a5efe0430db0bd9b completed May 10, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00627908988190803707069872e4c5 completed May 10, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:14 a.m.