Triple

T14853732
Position Surface form Disambiguated ID Type / Status
Subject Observe and Report E349296 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Detective Harrison – Ray Liotta
Detective Harrison, portrayed by Ray Liotta in the dark comedy film "Observe and Report," is a hard-edged, no-nonsense police detective who clashes with the mall security guard protagonist.
E1124058 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 Harrison – Ray Liotta | Statement: [Observe and Report, characterPortrayedBy, Detective Harrison – Ray Liotta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detective Harrison – Ray Liotta
Context triple: [Observe and Report, characterPortrayedBy, Detective Harrison – Ray Liotta]
  • A. Dennis Franz as Detective Marino
    Dennis Franz as Detective Marino is a tough, streetwise New York City police detective character in Brian De Palma’s thriller film "Dressed to Kill."
  • B. Detective Danny Reagan
    Detective Danny Reagan is a tough, hot-headed NYPD detective and devoted family man on the television series "Blue Bloods."
  • C. 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."
  • D. Detective Jim Henderson
    Detective Jim Henderson is the central police investigator in the 1973 Canadian horror-crime film "The Pyx," tasked with unraveling a mysterious death linked to occult forces.
  • E. 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."
  • 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 Harrison – Ray Liotta
Triple: [Observe and Report, characterPortrayedBy, Detective Harrison – Ray Liotta]
Generated description
Detective Harrison, portrayed by Ray Liotta in the dark comedy film "Observe and Report," is a hard-edged, no-nonsense police detective who clashes with the mall security guard protagonist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detective Harrison – Ray Liotta
Target entity description: Detective Harrison, portrayed by Ray Liotta in the dark comedy film "Observe and Report," is a hard-edged, no-nonsense police detective who clashes with the mall security guard protagonist.
  • A. Dennis Franz as Detective Marino
    Dennis Franz as Detective Marino is a tough, streetwise New York City police detective character in Brian De Palma’s thriller film "Dressed to Kill."
  • B. Detective Danny Reagan
    Detective Danny Reagan is a tough, hot-headed NYPD detective and devoted family man on the television series "Blue Bloods."
  • C. 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."
  • D. Detective Jim Henderson
    Detective Jim Henderson is the central police investigator in the 1973 Canadian horror-crime film "The Pyx," tasked with unraveling a mysterious death linked to occult forces.
  • E. 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."
  • 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_69d822ed7e1881909b90fca143ad7e34 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded44318f0819080b6c599f2d3474f completed April 14, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6506ace48190819504b93f575660 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe66a5f3a88190827c6c9247323153 completed May 8, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69fe6736ff34819098524e4401a414aa completed May 8, 2026, 10:44 p.m.
Created at: April 10, 2026, 1:54 a.m.