Triple

T23248340
Position Surface form Disambiguated ID Type / Status
Subject Two to Make It Right E581645 entity
Predicate producer P490 FINISHED
Object David Cole
David Cole was an American record producer and one half of the influential dance-music duo C+C Music Factory, known for shaping early 1990s pop and house music.
 E145151 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: David Cole | Statement: [Two to Make It Right, producer, David Cole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Cole
Context triple: [Two to Make It Right, producer, David Cole]
  • A. David Cole
    David Cole is a music producer best known for his work on Mariah Carey’s song “Emotions” and as one half of the influential production duo C+C Music Factory.
  • B. David Rosenblum
    David Rosenblum is a prominent computer scientist known for his influential research in software engineering and formal methods.
  • C. Justin Waldron
    Justin Waldron is an American entrepreneur best known as a co-founder of the social gaming company Zynga.
  • D. Arthur Pearlstein
    Arthur Pearlstein is an American lawyer and mediator known for his work in dispute resolution and public service, including leadership roles in federal mediation and conciliation efforts.
  • E. Joshua W. Sill
    Joshua W. Sill was a Union brigadier general in the American Civil War, remembered for his leadership and death at the Battle of Stones River.
  • 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: David Cole
Triple: [Two to Make It Right, producer, David Cole]
Generated description
David Cole was an American record producer and one half of the influential dance-music duo C+C Music Factory, known for shaping early 1990s pop and house music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Cole
Target entity description: David Cole was an American record producer and one half of the influential dance-music duo C+C Music Factory, known for shaping early 1990s pop and house music.
  • A. David Cole chosen
    David Cole is a music producer best known for his work on Mariah Carey’s song “Emotions” and as one half of the influential production duo C+C Music Factory.
  • B. David Rosenblum
    David Rosenblum is a prominent computer scientist known for his influential research in software engineering and formal methods.
  • C. Justin Waldron
    Justin Waldron is an American entrepreneur best known as a co-founder of the social gaming company Zynga.
  • D. Arthur Pearlstein
    Arthur Pearlstein is an American lawyer and mediator known for his work in dispute resolution and public service, including leadership roles in federal mediation and conciliation efforts.
  • E. Joshua W. Sill
    Joshua W. Sill was a Union brigadier general in the American Civil War, remembered for his leadership and death at the Battle of Stones River.
  • F. None of above.

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_69e24606b17c81908aba1a4911c8a8ba completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193f3a67c81908ed18480e1cccc29 completed April 29, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c80f45c8190a19715ed6a759126 completed May 19, 2026, 11:41 a.m.
NEDg Description generation batch_6a0c4f37e390819083df9a959acf3a32 completed May 19, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4fdafde88190a7ac791189acde68 completed May 19, 2026, 11:56 a.m.
Created at: April 17, 2026, 4:10 p.m.