Triple

T4029001
Position Surface form Disambiguated ID Type / Status
Subject Peter James E83660 entity
Predicate notableWork P4 FINISHED
Object 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.
E409474 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: Roy Grace series | Statement: [Peter James, notableWork, Roy Grace series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roy Grace series
Context triple: [Peter James, notableWork, Roy Grace series]
  • A. 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.
  • B. 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.
  • C. Inspector Morse
    Inspector Morse is a British television crime drama series centered on the cerebral and often irascible Detective Chief Inspector Endeavour Morse as he solves complex murder cases in Oxford.
  • D. 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.
  • E. Christopher Foyle
    Christopher Foyle is the principled, quietly determined British detective at the heart of the World War II-era crime drama series "Foyle's War."
  • 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: Roy Grace series
Triple: [Peter James, notableWork, Roy Grace series]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roy Grace series
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Inspector Morse
    Inspector Morse is a British television crime drama series centered on the cerebral and often irascible Detective Chief Inspector Endeavour Morse as he solves complex murder cases in Oxford.
  • D. 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.
  • E. Christopher Foyle
    Christopher Foyle is the principled, quietly determined British detective at the heart of the World War II-era crime drama series "Foyle's War."
  • 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_69aed92e29ac819080f7a98b594fec05 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaf066b08190afbb4a18ddc8d67e completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b556358f148190be7008092d0023af completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55a5b292481908723530461bad562 completed March 14, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69b55ae09ac48190a014aaf5b309e029 completed March 14, 2026, 12:56 p.m.
Created at: March 9, 2026, 3:36 p.m.