Triple

T14805450
Position Surface form Disambiguated ID Type / Status
Subject Line of Duty E348021 entity
Predicate mainCharacter P1183 FINISHED
Object Steve Arnott
Steve Arnott is a principled but dogged anti-corruption detective in the British television drama "Line of Duty," known for his relentless pursuit of bent coppers within the police force.
E1122989 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: Steve Arnott | Statement: [Line of Duty, mainCharacter, Steve Arnott]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Arnott
Context triple: [Line of Duty, mainCharacter, Steve Arnott]
  • A. Steve Judd
    Steve Judd is the aging, principled former lawman at the heart of the Western film "Ride the High Country," whose moral integrity drives the story’s central conflict.
  • B. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • C. Greg Mathieson
    Greg Mathieson is an American keyboardist, composer, and producer known for his work in jazz, fusion, and pop music, collaborating with numerous prominent artists.
  • D. Neil Snodgrass
    Neil Snodgrass is an individual notable enough to be specifically cited as a bearer of the Snodgrass surname, though widely known public details about his life or achievements are limited.
  • E. Steve McNiven
    Steve McNiven is a Canadian comic book artist best known for his highly detailed work at Marvel Comics on major events and series such as "Civil War" and "Old Man Logan."
  • 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: Steve Arnott
Triple: [Line of Duty, mainCharacter, Steve Arnott]
Generated description
Steve Arnott is a principled but dogged anti-corruption detective in the British television drama "Line of Duty," known for his relentless pursuit of bent coppers within the police force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Arnott
Target entity description: Steve Arnott is a principled but dogged anti-corruption detective in the British television drama "Line of Duty," known for his relentless pursuit of bent coppers within the police force.
  • A. Steve Judd
    Steve Judd is the aging, principled former lawman at the heart of the Western film "Ride the High Country," whose moral integrity drives the story’s central conflict.
  • B. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • C. Greg Mathieson
    Greg Mathieson is an American keyboardist, composer, and producer known for his work in jazz, fusion, and pop music, collaborating with numerous prominent artists.
  • D. Neil Snodgrass
    Neil Snodgrass is an individual notable enough to be specifically cited as a bearer of the Snodgrass surname, though widely known public details about his life or achievements are limited.
  • E. Steve McNiven
    Steve McNiven is a Canadian comic book artist best known for his highly detailed work at Marvel Comics on major events and series such as "Civil War" and "Old Man Logan."
  • 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_69d822ea8b7c819097dfadf3d45545e6 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decf32666081908e84f985c47eb963 completed April 14, 2026, 11:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe3893c760819094ce1d63478a39ce completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3e5983688190b6d8164a0d972e18 completed May 8, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69fe3f67784c8190b979d497fb7ddf98 completed May 8, 2026, 7:54 p.m.
Created at: April 10, 2026, 1:34 a.m.