Triple

T4577562
Position Surface form Disambiguated ID Type / Status
Subject Midsomer Murders E123175 entity
Predicate basedOn P98 FINISHED
Object Chief Inspector Barnaby book series
The Chief Inspector Barnaby book series is a collection of crime novels by Caroline Graham featuring Detective Chief Inspector Tom Barnaby solving murders in the seemingly tranquil English county of Midsomer.
E453516 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: Chief Inspector Barnaby book series | Statement: [Midsomer Murders, basedOn, Chief Inspector Barnaby book series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chief Inspector Barnaby book series
Context triple: [Midsomer Murders, basedOn, Chief Inspector Barnaby book series]
  • A. Roy Grace series
    The Roy Grace series is a popular set of British crime novels by Peter James, following Detective Superintendent Roy Grace as he investigates complex and often dark criminal cases, primarily set in and around Brighton.
  • B. Harry Bosch series
    The Harry Bosch series is a collection of crime novels by Michael Connelly featuring LAPD detective Hieronymus "Harry" Bosch as he investigates complex, often morally ambiguous cases in Los Angeles.
  • C. Shardlake series
    The Shardlake series is a collection of historical mystery novels by C.J. Sansom featuring hunchbacked lawyer-detective Matthew Shardlake navigating political and religious intrigue in Tudor England.
  • D. Women's Murder Club series
    The Women's Murder Club series is a popular crime thriller book franchise co-created by James Patterson that follows a group of women professionals in San Francisco who team up to solve complex murder cases.
  • E. Inspector O series
    The Inspector O series is a collection of crime novels set in North Korea, featuring a wry, introspective state security officer navigating political intrigue and moral ambiguity.
  • 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: Chief Inspector Barnaby book series
Triple: [Midsomer Murders, basedOn, Chief Inspector Barnaby book series]
Generated description
The Chief Inspector Barnaby book series is a collection of crime novels by Caroline Graham featuring Detective Chief Inspector Tom Barnaby solving murders in the seemingly tranquil English county of Midsomer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chief Inspector Barnaby book series
Target entity description: The Chief Inspector Barnaby book series is a collection of crime novels by Caroline Graham featuring Detective Chief Inspector Tom Barnaby solving murders in the seemingly tranquil English county of Midsomer.
  • A. Roy Grace series
    The Roy Grace series is a popular set of British crime novels by Peter James, following Detective Superintendent Roy Grace as he investigates complex and often dark criminal cases, primarily set in and around Brighton.
  • B. Harry Bosch series
    The Harry Bosch series is a collection of crime novels by Michael Connelly featuring LAPD detective Hieronymus "Harry" Bosch as he investigates complex, often morally ambiguous cases in Los Angeles.
  • C. Shardlake series
    The Shardlake series is a collection of historical mystery novels by C.J. Sansom featuring hunchbacked lawyer-detective Matthew Shardlake navigating political and religious intrigue in Tudor England.
  • D. Women's Murder Club series
    The Women's Murder Club series is a popular crime thriller book franchise co-created by James Patterson that follows a group of women professionals in San Francisco who team up to solve complex murder cases.
  • E. Inspector O series
    The Inspector O series is a collection of crime novels set in North Korea, featuring a wry, introspective state security officer navigating political intrigue and moral ambiguity.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58e153908190ac8f578e03aecdfc completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3ee510481909d481b157bd0b2bd completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd5a85488819092a4a7cc4f58a425 completed March 20, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69bdd63370088190adca99373f83374f completed March 20, 2026, 11:20 p.m.
Created at: March 20, 2026, 1:10 p.m.