Triple

T13409279
Position Surface form Disambiguated ID Type / Status
Subject John Bowen (novelist) E320045 entity
Predicate notableWork P4 FINISHED
Object The Girls: A Shocking Story of Love, Murder and Betrayal
"The Girls: A Shocking Story of Love, Murder and Betrayal" is a crime novel by John Bowen that delves into a dark, psychologically driven tale of relationships, deception, and violent tragedy.
E1039875 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: The Girls: A Shocking Story of Love, Murder and Betrayal | Statement: [John Bowen (novelist), notableWork, The Girls: A Shocking Story of Love, Murder and Betrayal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Girls: A Shocking Story of Love, Murder and Betrayal
Context triple: [John Bowen (novelist), notableWork, The Girls: A Shocking Story of Love, Murder and Betrayal]
  • A. The Good Girls: An Ordinary Killing
    The Good Girls: An Ordinary Killing is a nonfiction book that investigates the 2014 murders of two teenage girls in rural India, exploring gender violence, caste, and systemic injustice.
  • B. The Shining Girls
    The Shining Girls is a genre-blending thriller novel by Lauren Beukes about a time-traveling serial killer and the survivor who hunts him down.
  • C. Why Women Kill
    Why Women Kill is a darkly comedic anthology drama series that explores the lives of women in different decades as they confront infidelity and its sometimes deadly consequences.
  • D. The Girl From Plainville
    The Girl From Plainville is a true-crime drama miniseries that explores the real-life "texting suicide" case of Michelle Carter and Conrad Roy III, examining the legal and emotional complexities surrounding the tragedy.
  • E. Love, Lies and Murder
    Love, Lies and Murder is a 1991 American true-crime television miniseries dramatizing the real-life murder of Linda Bailey Brown and the subsequent investigation and trial.
  • 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: The Girls: A Shocking Story of Love, Murder and Betrayal
Triple: [John Bowen (novelist), notableWork, The Girls: A Shocking Story of Love, Murder and Betrayal]
Generated description
"The Girls: A Shocking Story of Love, Murder and Betrayal" is a crime novel by John Bowen that delves into a dark, psychologically driven tale of relationships, deception, and violent tragedy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Girls: A Shocking Story of Love, Murder and Betrayal
Target entity description: "The Girls: A Shocking Story of Love, Murder and Betrayal" is a crime novel by John Bowen that delves into a dark, psychologically driven tale of relationships, deception, and violent tragedy.
  • A. The Good Girls: An Ordinary Killing
    The Good Girls: An Ordinary Killing is a nonfiction book that investigates the 2014 murders of two teenage girls in rural India, exploring gender violence, caste, and systemic injustice.
  • B. The Shining Girls
    The Shining Girls is a genre-blending thriller novel by Lauren Beukes about a time-traveling serial killer and the survivor who hunts him down.
  • C. Why Women Kill
    Why Women Kill is a darkly comedic anthology drama series that explores the lives of women in different decades as they confront infidelity and its sometimes deadly consequences.
  • D. The Girl From Plainville
    The Girl From Plainville is a true-crime drama miniseries that explores the real-life "texting suicide" case of Michelle Carter and Conrad Roy III, examining the legal and emotional complexities surrounding the tragedy.
  • E. Love, Lies and Murder
    Love, Lies and Murder is a 1991 American true-crime television miniseries dramatizing the real-life murder of Linda Bailey Brown and the subsequent investigation and trial.
  • 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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbae4d2c5481908facfaaa1501e344 completed April 12, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7307ccff08190aa4037aa5a48f7d0 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7313c6bcc8190a848cf8945a0ae2a completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f736f2f6a081908d532dba6f34ed97 completed May 3, 2026, 11:52 a.m.
Created at: April 9, 2026, 9:35 p.m.