Triple
T9839628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Specialist |
E239187
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Ray Quick
Ray Quick is a former CIA explosives expert turned hitman who becomes the central figure in the action thriller film "The Specialist."
|
E825457
|
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: Ray Quick | Statement: [The Specialist, mainCharacter, Ray Quick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ray Quick Context triple: [The Specialist, mainCharacter, Ray Quick]
-
A.
Billy Crawford
Billy Crawford is a Filipino-American singer, songwriter, dancer, and television host known for his pop and R&B music career and for hosting various talent shows in the Philippines and abroad.
-
B.
Shooter McGavin
Shooter McGavin is the arrogant, antagonistic professional golfer and main rival to the title character in the comedy film "Happy Gilmore."
-
C.
John McGiver
John McGiver was an American character actor known for his distinctive, pompous demeanor and precise diction in numerous films and television shows of the 1950s and 1960s.
-
D.
Robert Shortboots
Robert Shortboots is an alternative name for Robert Curthose, the 11th-century Duke of Normandy and eldest son of William the Conqueror.
-
E.
Rod Kimble
Rod Kimble is the inept but determined amateur stuntman protagonist of the comedy film "Hot Rod," portrayed by Andy Samberg.
- 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: Ray Quick Triple: [The Specialist, mainCharacter, Ray Quick]
Generated description
Ray Quick is a former CIA explosives expert turned hitman who becomes the central figure in the action thriller film "The Specialist."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ray Quick Target entity description: Ray Quick is a former CIA explosives expert turned hitman who becomes the central figure in the action thriller film "The Specialist."
-
A.
Billy Crawford
Billy Crawford is a Filipino-American singer, songwriter, dancer, and television host known for his pop and R&B music career and for hosting various talent shows in the Philippines and abroad.
-
B.
Shooter McGavin
Shooter McGavin is the arrogant, antagonistic professional golfer and main rival to the title character in the comedy film "Happy Gilmore."
-
C.
John McGiver
John McGiver was an American character actor known for his distinctive, pompous demeanor and precise diction in numerous films and television shows of the 1950s and 1960s.
-
D.
Robert Shortboots
Robert Shortboots is an alternative name for Robert Curthose, the 11th-century Duke of Normandy and eldest son of William the Conqueror.
-
E.
Rod Kimble
Rod Kimble is the inept but determined amateur stuntman protagonist of the comedy film "Hot Rod," portrayed by Andy Samberg.
- 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_69ca84e3f0c48190ada72a65ebd50efd |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb34b045481908f89abd576aab497 |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5d5484c8190a78ccd0e9816ba51 |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d9c17a308190818dd21e7e53af9d |
completed | April 5, 2026, 3:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1da4ee3588190aa46d2eeffd0eabd |
completed | April 5, 2026, 3:43 a.m. |
Created at: March 30, 2026, 8:33 p.m.