Triple

T21679799
Position Surface form Disambiguated ID Type / Status
Subject Jagged Little Pill (musical) E535070 entity
Predicate producer P490 FINISHED
Object Vivek J. Tiwary
Vivek J. Tiwary is a Tony Award–winning Broadway producer and writer known for developing acclaimed stage works that often intersect with popular music and culture.
E1496651 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: Vivek J. Tiwary | Statement: [Jagged Little Pill (musical), producer, Vivek J. Tiwary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vivek J. Tiwary
Context triple: [Jagged Little Pill (musical), producer, Vivek J. Tiwary]
  • A. Vijay K. Thadani
    Vijay K. Thadani is an Indian entrepreneur and co-founder of NIIT, a leading global skills and talent development company in the IT and education sectors.
  • B. Sanjay Bhalla
    Sanjay Bhalla is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Bhalla.
  • C. Ravi K. Chandran
    Ravi K. Chandran is an acclaimed Indian cinematographer known for his visually striking work across Hindi and Tamil cinema.
  • D. Vijay Bhalla
    Vijay Bhalla is a person notable enough to be recognized as a bearer of the surname Bhalla, though specific widely known public details about him are not clearly established.
  • E. Vikas Sivaraman
    Vikas Sivaraman is an Indian cinematographer known for his work on acclaimed Hindi films, including the 1999 action drama "Sarfarosh."
  • 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: Vivek J. Tiwary
Triple: [Jagged Little Pill (musical), producer, Vivek J. Tiwary]
Generated description
Vivek J. Tiwary is a Tony Award–winning Broadway producer and writer known for developing acclaimed stage works that often intersect with popular music and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vivek J. Tiwary
Target entity description: Vivek J. Tiwary is a Tony Award–winning Broadway producer and writer known for developing acclaimed stage works that often intersect with popular music and culture.
  • A. Vijay K. Thadani
    Vijay K. Thadani is an Indian entrepreneur and co-founder of NIIT, a leading global skills and talent development company in the IT and education sectors.
  • B. Sanjay Bhalla
    Sanjay Bhalla is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Bhalla.
  • C. Ravi K. Chandran
    Ravi K. Chandran is an acclaimed Indian cinematographer known for his visually striking work across Hindi and Tamil cinema.
  • D. Vijay Bhalla
    Vijay Bhalla is a person notable enough to be recognized as a bearer of the surname Bhalla, though specific widely known public details about him are not clearly established.
  • E. Vikas Sivaraman
    Vikas Sivaraman is an Indian cinematographer known for his work on acclaimed Hindi films, including the 1999 action drama "Sarfarosh."
  • 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_69e0c469b6ec8190aee4cadd1527db91 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a11ce548190aaff404aed6a76cd completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e1c9ad48190b2216c0c168343ae completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1eac9b648190881c97d474762fc0 completed May 17, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1f3b77488190bfb73b9e83446bb3 completed May 17, 2026, 8:04 p.m.
Created at: April 16, 2026, 6:43 p.m.