Triple
T23248340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Two to Make It Right |
E581645
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | David Cole |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 17, 2026, 4:10 p.m.