Triple

T23561344
Position Surface form Disambiguated ID Type / Status
Subject Detective Danny Costanzo E579244 entity
Predicate partner P1136 FINISHED
Object Detective Ray Hughes
Detective Ray Hughes is a tough, streetwise New York cop and the brash partner of Detective Danny Costanzo in the action-comedy film "Running Scared" (1986).
E1590007 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 Ray Hughes | Statement: [Detective Danny Costanzo, partner, Detective Ray Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detective Ray Hughes
Context triple: [Detective Danny Costanzo, partner, Detective Ray Hughes]
  • A. Detective Ron Harris
    Detective Ron Harris is a stylish, sharp-witted detective from the sitcom "Barney Miller," known for his dry humor, ambition, and flair for writing.
  • B. Inspector Raymond Fowler
    Inspector Raymond Fowler is the uptight, well-meaning but comically inept police inspector at the center of the British sitcom "The Thin Blue Line."
  • C. Detective Ben Caldwell
    Detective Ben Caldwell is a fictional law enforcement officer portrayed by actor Victor Rasuk, known for his role in crime and drama television series.
  • D. Detective Michael Hitchcock
    Detective Michael Hitchcock is a bumbling, often clueless but oddly experienced detective from the comedy series "Brooklyn Nine-Nine."
  • E. Detective John Lowe
    Detective John Lowe is a troubled Los Angeles homicide detective whose investigation into a series of brutal murders draws him into the sinister, supernatural world of the Hotel Cortez in American Horror Story: Hotel.
  • 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 Ray Hughes
Triple: [Detective Danny Costanzo, partner, Detective Ray Hughes]
Generated description
Detective Ray Hughes is a tough, streetwise New York cop and the brash partner of Detective Danny Costanzo in the action-comedy film "Running Scared" (1986).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detective Ray Hughes
Target entity description: Detective Ray Hughes is a tough, streetwise New York cop and the brash partner of Detective Danny Costanzo in the action-comedy film "Running Scared" (1986).
  • A. Detective Ron Harris
    Detective Ron Harris is a stylish, sharp-witted detective from the sitcom "Barney Miller," known for his dry humor, ambition, and flair for writing.
  • B. Inspector Raymond Fowler
    Inspector Raymond Fowler is the uptight, well-meaning but comically inept police inspector at the center of the British sitcom "The Thin Blue Line."
  • C. Detective Ben Caldwell
    Detective Ben Caldwell is a fictional law enforcement officer portrayed by actor Victor Rasuk, known for his role in crime and drama television series.
  • D. Detective Michael Hitchcock
    Detective Michael Hitchcock is a bumbling, often clueless but oddly experienced detective from the comedy series "Brooklyn Nine-Nine."
  • E. Detective John Lowe
    Detective John Lowe is a troubled Los Angeles homicide detective whose investigation into a series of brutal murders draws him into the sinister, supernatural world of the Hotel Cortez in American Horror Story: Hotel.
  • 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_69e245fe24588190888f3aec8407d8e3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1af680ee88190a23a6f9fed7ae757 completed April 29, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf6d367c81908469168fcff80c31 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce05e81a0819089f23092f0650f44 completed May 19, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce0db395c819090411d5871bd253f completed May 19, 2026, 10:14 p.m.
Created at: April 17, 2026, 6:17 p.m.