Triple

T14819131
Position Surface form Disambiguated ID Type / Status
Subject Bikram: Yogi, Guru, Predator E348397 entity
Predicate mainSubject P3 FINISHED
Object Bikram Choudhury
Bikram Choudhury is an Indian-born yoga teacher who founded Bikram Yoga and later became notorious for numerous allegations of sexual abuse and misconduct.
E1121583 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: Bikram Choudhury | Statement: [Bikram: Yogi, Guru, Predator, mainSubject, Bikram Choudhury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bikram Choudhury
Context triple: [Bikram: Yogi, Guru, Predator, mainSubject, Bikram Choudhury]
  • A. Yogananda Pittman
    Yogananda Pittman is an American law enforcement official who served as the acting chief of the U.S. Capitol Police following the January 6, 2021 attack on the U.S. Capitol.
  • B. Sanjiv Goenka
    Sanjiv Goenka is an Indian industrialist and chairman of the RP-Sanjiv Goenka Group, known for his prominent investments in sports franchises and diverse business interests across power, retail, and media.
  • C. Kirpal Singh
    Kirpal Singh was a prominent Indian spiritual teacher and mystic known for his teachings on Surat Shabd Yoga and founding the Ruhani Satsang.
  • D. Yogi Lonich
    Yogi Lonich is an American rock guitarist and songwriter known for his work with bands like Buckcherry and his extensive touring and session career.
  • E. Kirpal Das
    Kirpal Das is an individual whose name appears as a variant of "Kirpal," likely referring to a person of South Asian origin, though specific biographical details are not clearly established.
  • 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: Bikram Choudhury
Triple: [Bikram: Yogi, Guru, Predator, mainSubject, Bikram Choudhury]
Generated description
Bikram Choudhury is an Indian-born yoga teacher who founded Bikram Yoga and later became notorious for numerous allegations of sexual abuse and misconduct.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bikram Choudhury
Target entity description: Bikram Choudhury is an Indian-born yoga teacher who founded Bikram Yoga and later became notorious for numerous allegations of sexual abuse and misconduct.
  • A. Yogananda Pittman
    Yogananda Pittman is an American law enforcement official who served as the acting chief of the U.S. Capitol Police following the January 6, 2021 attack on the U.S. Capitol.
  • B. Sanjiv Goenka
    Sanjiv Goenka is an Indian industrialist and chairman of the RP-Sanjiv Goenka Group, known for his prominent investments in sports franchises and diverse business interests across power, retail, and media.
  • C. Kirpal Singh
    Kirpal Singh was a prominent Indian spiritual teacher and mystic known for his teachings on Surat Shabd Yoga and founding the Ruhani Satsang.
  • D. Yogi Lonich
    Yogi Lonich is an American rock guitarist and songwriter known for his work with bands like Buckcherry and his extensive touring and session career.
  • E. Kirpal Das
    Kirpal Das is an individual whose name appears as a variant of "Kirpal," likely referring to a person of South Asian origin, though specific biographical details are not clearly established.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe4cf38819090f25ef045351d5d completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389940e081908ad627955cb8d52e completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a315d2c81908db44e7792908e39 completed May 8, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69fe3bda81cc8190b256ec6284383dde completed May 8, 2026, 7:39 p.m.
Created at: April 10, 2026, 1:50 a.m.