Triple

T17390650

Position	Surface form	Disambiguated ID	Type / Status
Subject	Thandie Newton	`E422811`	entity
Predicate	role	`P268`	FINISHED
Object	DCI Roz Huntley in Line of Duty DCI Roz Huntley in Line of Duty is a senior detective and central antagonist in the fourth series of the British police corruption drama, whose morally compromised actions drive the season’s investigation by AC-12.	`E1266568`	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: DCI Roz Huntley in Line of Duty | Statement: [Thandie Newton, role, DCI Roz Huntley in Line of Duty]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: DCI Roz Huntley in Line of Duty
Context triple: [Thandie Newton, role, DCI Roz Huntley 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. 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.
C. In the Line of Duty: Kidnapped
In the Line of Duty: Kidnapped is a made-for-television crime drama film produced by Gerald W. Abrams as part of the "In the Line of Duty" series.
D. In the Line of Duty 4
In the Line of Duty 4 is a 1989 Hong Kong action film known for its intense martial arts choreography and starring Donnie Yen and Cynthia Khan.
E. 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.
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: DCI Roz Huntley in Line of Duty
Triple: [Thandie Newton, role, DCI Roz Huntley in Line of Duty]

Generated description

DCI Roz Huntley in Line of Duty is a senior detective and central antagonist in the fourth series of the British police corruption drama, whose morally compromised actions drive the season’s investigation by AC-12.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: DCI Roz Huntley in Line of Duty
Target entity description: DCI Roz Huntley in Line of Duty is a senior detective and central antagonist in the fourth series of the British police corruption drama, whose morally compromised actions drive the season’s investigation by AC-12.

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. 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.
C. In the Line of Duty: Kidnapped
In the Line of Duty: Kidnapped is a made-for-television crime drama film produced by Gerald W. Abrams as part of the "In the Line of Duty" series.
D. In the Line of Duty 4
In the Line of Duty 4 is a 1989 Hong Kong action film known for its intense martial arts choreography and starring Donnie Yen and Cynthia Khan.
E. 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.
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_69d889d710288190bf0f4762801fefae`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e43ab950d4819098d6a46f67c46191`	completed	April 19, 2026, 2:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a019ffcfe508190a03907a3c0eafe2c`	completed	May 11, 2026, 9:23 a.m.
NEDg	Description generation	`batch_6a01a19785508190a759628553297053`	completed	May 11, 2026, 9:29 a.m.
NED2	Entity disambiguation (via description)	`batch_6a01a1f98470819086142ef594a8a13f`	completed	May 11, 2026, 9:31 a.m.

Created at: April 10, 2026, 5:45 a.m.