Triple
T14252172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daniel Mays |
E353295
|
entity |
| Predicate | portrayed |
P1668
|
FINISHED |
| Object |
Sergeant Danny Waldron in Line of Duty
Sergeant Danny Waldron in Line of Duty is a volatile and highly skilled armed response officer whose secretive past and morally ambiguous actions drive a major corruption investigation in the British police drama.
|
E1089570
|
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: Sergeant Danny Waldron in Line of Duty | Statement: [Daniel Mays, portrayed, Sergeant Danny Waldron in Line of Duty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sergeant Danny Waldron in Line of Duty Context triple: [Daniel Mays, portrayed, Sergeant Danny Waldron in Line of Duty]
-
A.
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.
-
B.
Tony Gates in Line of Duty
Tony Gates in Line of Duty is a high-ranking, highly commended police officer whose morally compromised decisions place him at the center of the show's first major corruption investigation.
-
C.
Sergeant Michael Downey (fictional character)
Sergeant Michael Downey is a fictional military non-commissioned officer character, typically portrayed as a disciplined and authoritative figure within his unit.
-
D.
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.
-
E.
Detective Stephen Holder in The Killing
Detective Stephen Holder in The Killing is a streetwise, recovering-addict homicide detective whose rough charm and complex past contrast with his partner Sarah Linden’s more reserved, methodical approach to solving murders.
- 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: Sergeant Danny Waldron in Line of Duty Triple: [Daniel Mays, portrayed, Sergeant Danny Waldron in Line of Duty]
Generated description
Sergeant Danny Waldron in Line of Duty is a volatile and highly skilled armed response officer whose secretive past and morally ambiguous actions drive a major corruption investigation in the British police drama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sergeant Danny Waldron in Line of Duty Target entity description: Sergeant Danny Waldron in Line of Duty is a volatile and highly skilled armed response officer whose secretive past and morally ambiguous actions drive a major corruption investigation in the British police drama.
-
A.
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.
-
B.
Tony Gates in Line of Duty
Tony Gates in Line of Duty is a high-ranking, highly commended police officer whose morally compromised decisions place him at the center of the show's first major corruption investigation.
-
C.
Sergeant Michael Downey (fictional character)
Sergeant Michael Downey is a fictional military non-commissioned officer character, typically portrayed as a disciplined and authoritative figure within his unit.
-
D.
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.
-
E.
Detective Stephen Holder in The Killing
Detective Stephen Holder in The Killing is a streetwise, recovering-addict homicide detective whose rough charm and complex past contrast with his partner Sarah Linden’s more reserved, methodical approach to solving murders.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6296f9d0819086f62f525d07eb12 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325a14b881909522b6fbbcc6326f |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd33cba18481908f2dfe358017f11b |
completed | May 8, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd346ffb9c81909ec28e514ea5451b |
completed | May 8, 2026, 12:55 a.m. |
Created at: April 10, 2026, 1:08 a.m.