Triple

T18556440
Position Surface form Disambiguated ID Type / Status
Subject Chief Inspector Barnaby book series E453516 entity
Predicate protagonistEmployer P7 FINISHED
Object Midsomer Constabulary
Midsomer Constabulary is the fictional county police force responsible for investigating crimes in the rural English setting of the Chief Inspector Barnaby (Midsomer Murders) series.
E1330117 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: Midsomer Constabulary | Statement: [Chief Inspector Barnaby book series, protagonistEmployer, Midsomer Constabulary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Midsomer Constabulary
Context triple: [Chief Inspector Barnaby book series, protagonistEmployer, Midsomer Constabulary]
  • A. Borsetshire Constabulary
    Borsetshire Constabulary is the fictional county police force featured in the long-running BBC radio drama "The Archers."
  • B. Berkshire Constabulary
    Berkshire Constabulary was the historic county police force responsible for law enforcement in Berkshire, England, prior to its incorporation into Thames Valley Police.
  • C. Cheshire Constabulary
    Cheshire Constabulary is the territorial police force responsible for law enforcement and public safety in the county of Cheshire, England.
  • D. Avon and Somerset Constabulary
    Avon and Somerset Constabulary is a territorial police force in England responsible for law enforcement across the counties of Avon and Somerset, including major cities such as Bristol and Bath.
  • E. Derbyshire Constabulary
    Derbyshire Constabulary is the territorial police force responsible for law enforcement and public safety across the county of Derbyshire in England.
  • 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: Midsomer Constabulary
Triple: [Chief Inspector Barnaby book series, protagonistEmployer, Midsomer Constabulary]
Generated description
Midsomer Constabulary is the fictional county police force responsible for investigating crimes in the rural English setting of the Chief Inspector Barnaby (Midsomer Murders) series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Midsomer Constabulary
Target entity description: Midsomer Constabulary is the fictional county police force responsible for investigating crimes in the rural English setting of the Chief Inspector Barnaby (Midsomer Murders) series.
  • A. Borsetshire Constabulary
    Borsetshire Constabulary is the fictional county police force featured in the long-running BBC radio drama "The Archers."
  • B. Berkshire Constabulary
    Berkshire Constabulary was the historic county police force responsible for law enforcement in Berkshire, England, prior to its incorporation into Thames Valley Police.
  • C. Cheshire Constabulary
    Cheshire Constabulary is the territorial police force responsible for law enforcement and public safety in the county of Cheshire, England.
  • D. Avon and Somerset Constabulary
    Avon and Somerset Constabulary is a territorial police force in England responsible for law enforcement across the counties of Avon and Somerset, including major cities such as Bristol and Bath.
  • E. Derbyshire Constabulary
    Derbyshire Constabulary is the territorial police force responsible for law enforcement and public safety across the county of Derbyshire in England.
  • 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_69d8d388b0c881908e610a1c45b52640 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53806d2a08190963f4d8e927a247f completed April 19, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ae3eb148190a7e2583f26c1a0eb completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c355cb08190a63addeba8293e5c completed May 13, 2026, 3:43 p.m.
NED2 Entity disambiguation (via description) batch_6a049cfa32588190a6e4abf128aced0a completed May 13, 2026, 3:47 p.m.
Created at: April 10, 2026, 11:39 a.m.