Triple
T14610891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Set It Off |
E342956
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Takashi Bufford
Takashi Bufford is an American screenwriter best known for co-writing the 1996 crime film "Set It Off."
|
E1109747
|
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: Takashi Bufford | Statement: [Set It Off, screenwriter, Takashi Bufford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Takashi Bufford Context triple: [Set It Off, screenwriter, Takashi Bufford]
-
A.
Bryan Bedford
Bryan Bedford is an American airline executive best known for leading regional carriers such as Chautauqua Airlines and Republic Airways Holdings.
-
B.
Bryan Bedford
Bryan Bedford is the young boy central to the 1994 film "Miracle on 34th Street," whose belief in Santa Claus becomes a key focus of the story.
-
C.
Rod Tidwell
Rod Tidwell is a charismatic, outspoken professional football player in the film "Jerry Maguire," best known for his demand to "show me the money."
-
D.
Curtis Watrouse
Curtis Watrouse is known as the parent of American actor Jesse Bradford.
-
E.
Curtis Hixon
Curtis Hixon was a prominent Tampa, Florida mayor and civic leader whose contributions to the city led to major public landmarks being named in his honor.
- 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: Takashi Bufford Triple: [Set It Off, screenwriter, Takashi Bufford]
Generated description
Takashi Bufford is an American screenwriter best known for co-writing the 1996 crime film "Set It Off."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Takashi Bufford Target entity description: Takashi Bufford is an American screenwriter best known for co-writing the 1996 crime film "Set It Off."
-
A.
Bryan Bedford
Bryan Bedford is an American airline executive best known for leading regional carriers such as Chautauqua Airlines and Republic Airways Holdings.
-
B.
Bryan Bedford
Bryan Bedford is the young boy central to the 1994 film "Miracle on 34th Street," whose belief in Santa Claus becomes a key focus of the story.
-
C.
Rod Tidwell
Rod Tidwell is a charismatic, outspoken professional football player in the film "Jerry Maguire," best known for his demand to "show me the money."
-
D.
Curtis Watrouse
Curtis Watrouse is known as the parent of American actor Jesse Bradford.
-
E.
Curtis Hixon
Curtis Hixon was a prominent Tampa, Florida mayor and civic leader whose contributions to the city led to major public landmarks being named in his honor.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb44f0dd48190a78662b5998a6722 |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda91f437c8190ada4d1c3708faedd |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb1ad32a4819088e5831f3d74ea4e |
completed | May 8, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb316479c81909343196bb89e5e57 |
completed | May 8, 2026, 9:55 a.m. |
Created at: April 10, 2026, 1:25 a.m.