Triple

T15072021
Position Surface form Disambiguated ID Type / Status
Subject The Closers E379899 entity
Predicate hasCharacter P2308 FINISHED
Object Deputy Chief Irving
Deputy Chief Irving is a high-ranking, politically savvy LAPD officer in Michael Connelly’s Harry Bosch series, known for his strategic maneuvering within the department’s power structure.
E1134759 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: Deputy Chief Irving | Statement: [The Closers, hasCharacter, Deputy Chief Irving]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy Chief Irving
Context triple: [The Closers, hasCharacter, Deputy Chief Irving]
  • A. Officer Jay McPherson
    Officer Jay McPherson is a recurring comedic police officer character from the television series "The Sarah Silverman Program."
  • B. Officer John Hunton
    Officer John Hunton is the main police detective protagonist in the 1995 horror film "The Mangler," who investigates a series of gruesome deaths linked to a possessed industrial laundry machine.
  • C. Officer Bill Gannon
    Officer Bill Gannon is a fictional Los Angeles police officer and Joe Friday’s partner on the television series "Dragnet," portrayed by actor Harry Morgan.
  • D. Officer Tom Turcotte
    Officer Tom Turcotte is a fictional police officer featured as a character in the television drama series "Boomtown."
  • E. Officer Powell
    Officer Powell is a fictional police officer character portrayed by actor Rob Morgan.
  • 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: Deputy Chief Irving
Triple: [The Closers, hasCharacter, Deputy Chief Irving]
Generated description
Deputy Chief Irving is a high-ranking, politically savvy LAPD officer in Michael Connelly’s Harry Bosch series, known for his strategic maneuvering within the department’s power structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy Chief Irving
Target entity description: Deputy Chief Irving is a high-ranking, politically savvy LAPD officer in Michael Connelly’s Harry Bosch series, known for his strategic maneuvering within the department’s power structure.
  • A. Officer Jay McPherson
    Officer Jay McPherson is a recurring comedic police officer character from the television series "The Sarah Silverman Program."
  • B. Officer John Hunton
    Officer John Hunton is the main police detective protagonist in the 1995 horror film "The Mangler," who investigates a series of gruesome deaths linked to a possessed industrial laundry machine.
  • C. Officer Bill Gannon
    Officer Bill Gannon is a fictional Los Angeles police officer and Joe Friday’s partner on the television series "Dragnet," portrayed by actor Harry Morgan.
  • D. Officer Tom Turcotte
    Officer Tom Turcotte is a fictional police officer featured as a character in the television drama series "Boomtown."
  • E. Officer Powell
    Officer Powell is a fictional police officer character portrayed by actor Rob Morgan.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7f86df48190b3a2cf441fefb477 completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea5cff69c8190b6252509c1aa7ebb completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea6bf2558819082fc91fe8df6f3f5 completed May 9, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fea8018a088190b6eba72a7e6196b2 completed May 9, 2026, 3:20 a.m.
Created at: April 10, 2026, 3:02 a.m.