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.