Triple

T14955896
Position Surface form Disambiguated ID Type / Status
Subject Leah Remini E372923 entity
Predicate authorOf P4244 FINISHED
Object "Troublemaker: Surviving Hollywood and Scientology"
"Troublemaker: Surviving Hollywood and Scientology" is Leah Remini’s candid memoir detailing her life in show business and her experiences inside, and eventual departure from, the Church of Scientology.
E1129208 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: "Troublemaker: Surviving Hollywood and Scientology" | Statement: [Leah Remini, authorOf, "Troublemaker: Surviving Hollywood and Scientology"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Troublemaker: Surviving Hollywood and Scientology"
Context triple: [Leah Remini, authorOf, "Troublemaker: Surviving Hollywood and Scientology"]
  • A. My Scientology Movie
    My Scientology Movie is a 2015 documentary film in which Louis Theroux investigates the Church of Scientology using reenactments and interviews to explore its practices and controversies.
  • B. Going Clear: Scientology, Hollywood, and the Prison of Belief
    "Going Clear: Scientology, Hollywood, and the Prison of Belief" is a nonfiction investigative book by Lawrence Wright that critically examines the history, practices, and influence of the Church of Scientology and its ties to the entertainment industry.
  • C. Leah Remini: Scientology and the Aftermath
    Leah Remini: Scientology and the Aftermath is a documentary television series in which actress and former Scientologist Leah Remini investigates and exposes alleged abuses and controversial practices within the Church of Scientology.
  • D. Scientology
    Scientology is a controversial modern religion founded by L. Ron Hubbard that combines elements of self-help, science fiction, and spiritual counseling practices.
  • E. The Trials of Ted Haggard
    The Trials of Ted Haggard is a documentary film that follows disgraced evangelical pastor Ted Haggard in the aftermath of his sex and drug scandal, exploring themes of hypocrisy, redemption, and the fallout of public disgrace.
  • 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: "Troublemaker: Surviving Hollywood and Scientology"
Triple: [Leah Remini, authorOf, "Troublemaker: Surviving Hollywood and Scientology"]
Generated description
"Troublemaker: Surviving Hollywood and Scientology" is Leah Remini’s candid memoir detailing her life in show business and her experiences inside, and eventual departure from, the Church of Scientology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Troublemaker: Surviving Hollywood and Scientology"
Target entity description: "Troublemaker: Surviving Hollywood and Scientology" is Leah Remini’s candid memoir detailing her life in show business and her experiences inside, and eventual departure from, the Church of Scientology.
  • A. My Scientology Movie
    My Scientology Movie is a 2015 documentary film in which Louis Theroux investigates the Church of Scientology using reenactments and interviews to explore its practices and controversies.
  • B. Going Clear: Scientology, Hollywood, and the Prison of Belief
    "Going Clear: Scientology, Hollywood, and the Prison of Belief" is a nonfiction investigative book by Lawrence Wright that critically examines the history, practices, and influence of the Church of Scientology and its ties to the entertainment industry.
  • C. Leah Remini: Scientology and the Aftermath
    Leah Remini: Scientology and the Aftermath is a documentary television series in which actress and former Scientologist Leah Remini investigates and exposes alleged abuses and controversial practices within the Church of Scientology.
  • D. Scientology
    Scientology is a controversial modern religion founded by L. Ron Hubbard that combines elements of self-help, science fiction, and spiritual counseling practices.
  • E. The Trials of Ted Haggard
    The Trials of Ted Haggard is a documentary film that follows disgraced evangelical pastor Ted Haggard in the aftermath of his sex and drug scandal, exploring themes of hypocrisy, redemption, and the fallout of public disgrace.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6cc73848190ac181782b20dc838 completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e9e74fc8190bdd10a25c39829f3 completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe83269020819085b904e080578580 completed May 9, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69fe83ccc73881909c28c53052c4cd86 completed May 9, 2026, 12:46 a.m.
Created at: April 10, 2026, 2:40 a.m.