Triple

T12143085
Position Surface form Disambiguated ID Type / Status
Subject Lynn Bracken E289240 entity
Predicate associatedWith P37 FINISHED
Object Fleur-de-Lis prostitution ring
The Fleur-de-Lis prostitution ring is a high-class, clandestine call-girl operation in the novel and film "L.A. Confidential," known for employing women surgically altered to resemble Hollywood stars.
E964648 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: Fleur-de-Lis prostitution ring | Statement: [Lynn Bracken, associatedWith, Fleur-de-Lis prostitution ring]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fleur-de-Lis prostitution ring
Context triple: [Lynn Bracken, associatedWith, Fleur-de-Lis prostitution ring]
  • A. Maguire Seven case
    The Maguire Seven case was a notorious miscarriage of justice in the UK in which seven members of the Maguire family were wrongfully convicted in the 1970s of handling explosives allegedly linked to IRA bombings, before their convictions were quashed in 1991.
  • B. The Fraud
    The Fraud is a historical novel by Zadie Smith that intertwines a 19th-century literary household with the infamous Tichborne trial to explore truth, authorship, and identity in Victorian England.
  • C. The Defrauders
    The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
  • D. L’Affaire
    L’Affaire is a comic novel by Diane Johnson that satirizes American and European cultural clashes through a mystery set in the French Alps.
  • E. The Bling Ring
    The Bling Ring is a 2013 crime drama film written and directed by Sofia Coppola that dramatizes the true story of Los Angeles teenagers who burglarized celebrity homes.
  • 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: Fleur-de-Lis prostitution ring
Triple: [Lynn Bracken, associatedWith, Fleur-de-Lis prostitution ring]
Generated description
The Fleur-de-Lis prostitution ring is a high-class, clandestine call-girl operation in the novel and film "L.A. Confidential," known for employing women surgically altered to resemble Hollywood stars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fleur-de-Lis prostitution ring
Target entity description: The Fleur-de-Lis prostitution ring is a high-class, clandestine call-girl operation in the novel and film "L.A. Confidential," known for employing women surgically altered to resemble Hollywood stars.
  • A. Maguire Seven case
    The Maguire Seven case was a notorious miscarriage of justice in the UK in which seven members of the Maguire family were wrongfully convicted in the 1970s of handling explosives allegedly linked to IRA bombings, before their convictions were quashed in 1991.
  • B. The Fraud
    The Fraud is a historical novel by Zadie Smith that intertwines a 19th-century literary household with the infamous Tichborne trial to explore truth, authorship, and identity in Victorian England.
  • C. The Defrauders
    The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
  • D. L’Affaire
    L’Affaire is a comic novel by Diane Johnson that satirizes American and European cultural clashes through a mystery set in the French Alps.
  • E. The Bling Ring
    The Bling Ring is a 2013 crime drama film written and directed by Sofia Coppola that dramatizes the true story of Los Angeles teenagers who burglarized celebrity homes.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915a9838081909622cc14df2a2582 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69501348190a9ac090c7db37c20 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5ff815b748190932bfe163ea2847d completed May 2, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69f6018b4088819092b8b97089068fae completed May 2, 2026, 1:52 p.m.
Created at: April 8, 2026, 9:49 p.m.