Triple
T1864712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Never Say Never |
E34893
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Shep Crawford
Shep Crawford is an American R&B songwriter and record producer best known for crafting hit ballads for artists like Whitney Houston, Tamia, and Deborah Cox.
|
E231597
|
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: Shep Crawford | Statement: [Never Say Never, producer, Shep Crawford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shep Crawford Context triple: [Never Say Never, producer, Shep Crawford]
-
A.
Bryan Foy
Bryan Foy was an American film producer and director, known as one of the pioneering figures of early sound cinema at Warner Bros.
-
B.
Dale Hunter
Dale Hunter is a former Canadian NHL center known for his gritty, physical play and leadership, most notably with the Washington Capitals.
-
C.
Jim Gilstrap
Jim Gilstrap is an American soul and R&B singer best known for his session work and for singing the male lead vocal on the theme song to the television show "Good Times."
-
D.
Roger Bresnahan
Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
-
E.
Dale Miller
Dale Miller is a prominent logician and computer scientist known for his influential work in proof theory, logic programming, and automated reasoning.
- 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: Shep Crawford Triple: [Never Say Never, producer, Shep Crawford]
Generated description
Shep Crawford is an American R&B songwriter and record producer best known for crafting hit ballads for artists like Whitney Houston, Tamia, and Deborah Cox.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shep Crawford Target entity description: Shep Crawford is an American R&B songwriter and record producer best known for crafting hit ballads for artists like Whitney Houston, Tamia, and Deborah Cox.
-
A.
Bryan Foy
Bryan Foy was an American film producer and director, known as one of the pioneering figures of early sound cinema at Warner Bros.
-
B.
Dale Hunter
Dale Hunter is a former Canadian NHL center known for his gritty, physical play and leadership, most notably with the Washington Capitals.
-
C.
Jim Gilstrap
Jim Gilstrap is an American soul and R&B singer best known for his session work and for singing the male lead vocal on the theme song to the television show "Good Times."
-
D.
Roger Bresnahan
Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
-
E.
Dale Miller
Dale Miller is a prominent logician and computer scientist known for his influential work in proof theory, logic programming, and automated reasoning.
- 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_69a88600b2f88190bc09303e68ab517e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb0a0b4b881908b07c07db624701d |
completed | March 7, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae26f6e1288190a69d4197ce5bd5b1 |
completed | March 9, 2026, 1:48 a.m. |
| NEDg | Description generation | batch_69ae2901eb588190863e15deb8614754 |
completed | March 9, 2026, 1:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae297ebf6c819086e10ee455bea988 |
completed | March 9, 2026, 1:59 a.m. |
Created at: March 4, 2026, 7:34 p.m.