Triple

T4029014
Position Surface form Disambiguated ID Type / Status
Subject Peter James E83660 entity
Predicate notableWork P4 FINISHED
Object Need You Dead
Need You Dead is a crime thriller novel in the Roy Grace detective series by British author Peter James.
 E411811 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: Need You Dead | Statement: [Peter James, notableWork, Need You Dead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need You Dead
Context triple: [Peter James, notableWork, Need You Dead]
  • A. Want You Dead
    "Want You Dead" is a crime thriller novel by British author Peter James, featuring Detective Roy Grace as he investigates a deadly case of obsessive online stalking.
  • B. Somebody's Gotta Die
    "Somebody's Gotta Die" is a dark, narrative-driven hip hop track by The Notorious B.I.G. that tells a cinematic revenge story.
  • C. Dead Like You
    Dead Like You is a crime thriller novel by British author Peter James, featuring Detective Superintendent Roy Grace investigating a series of brutal attacks linked to a past case.
  • D. Dead If You Don’t
    Dead If You Don’t is a crime thriller novel by Peter James featuring Detective Superintendent Roy Grace as he investigates a high-stakes kidnapping linked to Brighton’s criminal underworld.
  • E. Picture You Dead
    Picture You Dead is a crime thriller novel by British author Peter James, featuring Detective Superintendent Roy Grace investigating a murder linked to the dark world of art and forgery.
  • 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: Need You Dead
Triple: [Peter James, notableWork, Need You Dead]
Generated description
Need You Dead is a crime thriller novel in the Roy Grace detective series by British author Peter James.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need You Dead
Target entity description: Need You Dead is a crime thriller novel in the Roy Grace detective series by British author Peter James.
  • A. Want You Dead
    "Want You Dead" is a crime thriller novel by British author Peter James, featuring Detective Roy Grace as he investigates a deadly case of obsessive online stalking.
  • B. Somebody's Gotta Die
    "Somebody's Gotta Die" is a dark, narrative-driven hip hop track by The Notorious B.I.G. that tells a cinematic revenge story.
  • C. Dead Like You
    Dead Like You is a crime thriller novel by British author Peter James, featuring Detective Superintendent Roy Grace investigating a series of brutal attacks linked to a past case.
  • D. Dead If You Don’t
    Dead If You Don’t is a crime thriller novel by Peter James featuring Detective Superintendent Roy Grace as he investigates a high-stakes kidnapping linked to Brighton’s criminal underworld.
  • E. Picture You Dead
    Picture You Dead is a crime thriller novel by British author Peter James, featuring Detective Superintendent Roy Grace investigating a murder linked to the dark world of art and forgery.
  • 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_69b562948c9081909054a756794e8576 completed March 14, 2026, 1:28 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
Created at: March 9, 2026, 3:36 p.m.