Triple

T5190860
Position Surface form Disambiguated ID Type / Status
Subject Stephen Graham E117148 entity
Predicate portrayed P1668 FINISHED
Object Anthony Proctor in Line of Duty
Anthony Proctor in Line of Duty is a corrupt undercover police officer who secretly works as an intermediary for organized crime within the series' central anti-corruption investigations.
E501719 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: Anthony Proctor in Line of Duty | Statement: [Stephen Graham, portrayed, Anthony Proctor in Line of Duty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Proctor in Line of Duty
Context triple: [Stephen Graham, portrayed, Anthony Proctor in Line of Duty]
  • A. Detective Sergeant Robbie Lewis
    Detective Sergeant Robbie Lewis is a fictional Oxford-based police detective, best known as Inspector Morse’s loyal and down-to-earth sidekick in the British crime drama series.
  • B. Mack Gerhardt in The Unit
    Mack Gerhardt in *The Unit* is a tough, battle-hardened member of an elite U.S. Army special operations team, known for his loyalty, combat skills, and personal struggles balancing military duty with family life.
  • C. Fletcher Marron in The Bodyguard
    Fletcher Marron in *The Bodyguard* is the young son of pop star Rachel Marron, whose safety becomes a key concern for the titular bodyguard in the 1992 romantic thriller film.
  • D. Colonel Reed in The Hurt Locker
    Colonel Reed in The Hurt Locker is a high-ranking, battle-hardened U.S. Army officer who briefly appears in the film to underscore the intensity and psychological strain of the Iraq War bomb disposal setting.
  • E. Christopher Wreh
    Christopher Wreh is a former Liberian professional footballer best known as a striker who played for clubs such as Arsenal and represented Liberia internationally.
  • 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: Anthony Proctor in Line of Duty
Triple: [Stephen Graham, portrayed, Anthony Proctor in Line of Duty]
Generated description
Anthony Proctor in Line of Duty is a corrupt undercover police officer who secretly works as an intermediary for organized crime within the series' central anti-corruption investigations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Proctor in Line of Duty
Target entity description: Anthony Proctor in Line of Duty is a corrupt undercover police officer who secretly works as an intermediary for organized crime within the series' central anti-corruption investigations.
  • A. Detective Sergeant Robbie Lewis
    Detective Sergeant Robbie Lewis is a fictional Oxford-based police detective, best known as Inspector Morse’s loyal and down-to-earth sidekick in the British crime drama series.
  • B. Mack Gerhardt in The Unit
    Mack Gerhardt in *The Unit* is a tough, battle-hardened member of an elite U.S. Army special operations team, known for his loyalty, combat skills, and personal struggles balancing military duty with family life.
  • C. Fletcher Marron in The Bodyguard
    Fletcher Marron in *The Bodyguard* is the young son of pop star Rachel Marron, whose safety becomes a key concern for the titular bodyguard in the 1992 romantic thriller film.
  • D. Colonel Reed in The Hurt Locker
    Colonel Reed in The Hurt Locker is a high-ranking, battle-hardened U.S. Army officer who briefly appears in the film to underscore the intensity and psychological strain of the Iraq War bomb disposal setting.
  • E. Christopher Wreh
    Christopher Wreh is a former Liberian professional footballer best known as a striker who played for clubs such as Arsenal and represented Liberia internationally.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79ebbfd081909a19b903c227fc1f completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee09146788190bfaac25a31e76ab5 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee2f57b588190a7c7f1e932281911 completed March 21, 2026, 6:27 p.m.
NED2 Entity disambiguation (via description) batch_69bee372a2948190abd3ca95c3c2f01b completed March 21, 2026, 6:29 p.m.
Created at: March 20, 2026, 1:46 p.m.