Triple
T6271580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Detective Ray Hughes |
E140546
|
entity |
| Predicate | hasFriend |
P8712
|
FINISHED |
| Object |
Detective Danny Costanzo
Detective Danny Costanzo is a tough, streetwise New York cop and partner to Detective Ray Hughes in the 1986 action-comedy film "Running Scared."
|
E579244
|
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: Detective Danny Costanzo | Statement: [Detective Ray Hughes, hasFriend, Detective Danny Costanzo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Detective Danny Costanzo Context triple: [Detective Ray Hughes, hasFriend, Detective Danny Costanzo]
-
A.
Detective Chris Lecce
Detective Chris Lecce is the wisecracking, street-smart Seattle cop portrayed by Richard Dreyfuss in the 1987 buddy-cop comedy film "Stakeout."
-
B.
Lieutenant Theo Kojak
Lieutenant Theo Kojak is a tough, lollipop-licking New York City police detective from the 1970s television series "Kojak," known for his bald head, sharp wit, and unorthodox methods.
-
C.
Detective Jack Graham
Detective Jack Graham is a supporting character in Alfred Hitchcock’s 1943 thriller "Shadow of a Doubt," serving as a government investigator who quietly probes the suspicions surrounding Uncle Charlie.
-
D.
Detective Bill Reimers
Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
-
E.
Detective Keith Frazier
Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
- 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: Detective Danny Costanzo Triple: [Detective Ray Hughes, hasFriend, Detective Danny Costanzo]
Generated description
Detective Danny Costanzo is a tough, streetwise New York cop and partner to Detective Ray Hughes in the 1986 action-comedy film "Running Scared."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Detective Danny Costanzo Target entity description: Detective Danny Costanzo is a tough, streetwise New York cop and partner to Detective Ray Hughes in the 1986 action-comedy film "Running Scared."
-
A.
Detective Chris Lecce
Detective Chris Lecce is the wisecracking, street-smart Seattle cop portrayed by Richard Dreyfuss in the 1987 buddy-cop comedy film "Stakeout."
-
B.
Lieutenant Theo Kojak
Lieutenant Theo Kojak is a tough, lollipop-licking New York City police detective from the 1970s television series "Kojak," known for his bald head, sharp wit, and unorthodox methods.
-
C.
Detective Jack Graham
Detective Jack Graham is a supporting character in Alfred Hitchcock’s 1943 thriller "Shadow of a Doubt," serving as a government investigator who quietly probes the suspicions surrounding Uncle Charlie.
-
D.
Detective Bill Reimers
Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
-
E.
Detective Keith Frazier
Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
- 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_69c008cabc4081909723e2547c9d6cc0 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063bb340c8190ab81b249cefa91ca |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c2446629248190945f0f4f4a103bbd |
completed | March 24, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_69c246b507a08190ab5423c54e2b0eb5 |
completed | March 24, 2026, 8:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2471ce99c8190af2305937dfacc9c |
completed | March 24, 2026, 8:11 a.m. |
Created at: March 22, 2026, 4:25 p.m.