Triple

T14252173
Position Surface form Disambiguated ID Type / Status
Subject Daniel Mays E353295 entity
Predicate portrayed P1668 FINISHED
Object DCI Jim Keats in Ashes to Ashes
DCI Jim Keats in *Ashes to Ashes* is a sinister Discipline and Complaints officer who serves as a mysterious, antagonistic force challenging Gene Hunt and the nature of the show's reality.
E1089571 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 Jim Keats in Ashes to Ashes | Statement: [Daniel Mays, portrayed, DCI Jim Keats in Ashes to Ashes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DCI Jim Keats in Ashes to Ashes
Context triple: [Daniel Mays, portrayed, DCI Jim Keats in Ashes to Ashes]
  • A. DCI Cassie Stuart
    DCI Cassie Stuart is the determined and emotionally complex cold case detective at the heart of the British crime drama series "Unforgotten."
  • B. Detective Inspector Gaskill
    Detective Inspector Gaskill is a police investigator character in the stage adaptation of "The Girl on the Train," responsible for probing the central mystery of the story.
  • C. Detective Chief Inspector Ian Reed
    Detective Chief Inspector Ian Reed is a senior police investigator specializing in major and repeat-offender cases within a Serious and Serial Crime Unit.
  • D. Inspector Daniel Clay
    Inspector Daniel Clay is a fictional police inspector character from the cult 1959 science fiction horror film "Plan 9 from Outer Space."
  • E. Detective Inspector Matthews
    Detective Inspector Matthews is a fictional police investigator character from the 1971 British crime film "Villain."
  • 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 Jim Keats in Ashes to Ashes
Triple: [Daniel Mays, portrayed, DCI Jim Keats in Ashes to Ashes]
Generated description
DCI Jim Keats in *Ashes to Ashes* is a sinister Discipline and Complaints officer who serves as a mysterious, antagonistic force challenging Gene Hunt and the nature of the show's reality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DCI Jim Keats in Ashes to Ashes
Target entity description: DCI Jim Keats in *Ashes to Ashes* is a sinister Discipline and Complaints officer who serves as a mysterious, antagonistic force challenging Gene Hunt and the nature of the show's reality.
  • A. DCI Cassie Stuart
    DCI Cassie Stuart is the determined and emotionally complex cold case detective at the heart of the British crime drama series "Unforgotten."
  • B. Detective Inspector Gaskill
    Detective Inspector Gaskill is a police investigator character in the stage adaptation of "The Girl on the Train," responsible for probing the central mystery of the story.
  • C. Detective Chief Inspector Ian Reed
    Detective Chief Inspector Ian Reed is a senior police investigator specializing in major and repeat-offender cases within a Serious and Serial Crime Unit.
  • D. Inspector Daniel Clay
    Inspector Daniel Clay is a fictional police inspector character from the cult 1959 science fiction horror film "Plan 9 from Outer Space."
  • E. Detective Inspector Matthews
    Detective Inspector Matthews is a fictional police investigator character from the 1971 British crime film "Villain."
  • 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.