Triple

T5417666
Position Surface form Disambiguated ID Type / Status
Subject Cabaret (stage production) E121170 entity
Predicate bookBy P2353 FINISHED
Object Joe Masteroff
Joe Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
E521831 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: Joe Masteroff | Statement: [Cabaret (stage production), bookBy, Joe Masteroff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Masteroff
Context triple: [Cabaret (stage production), bookBy, Joe Masteroff]
  • A. Howard Ratner
    Howard Ratner is a fast-talking, compulsive New York City jeweler and gambling addict whose risky schemes drive the intense, chaotic plot of the film *Uncut Gems*.
  • B. Joel Rosenman
    Joel Rosenman is an American lawyer, entrepreneur, and music producer best known as one of the principal backers and co-creators of the 1969 Woodstock music festival.
  • C. Robert Kravis
    Robert Kravis is a film producer best known for his work on the crime thriller "Lucky Number Slevin."
  • D. Henry Kravis
    Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
  • E. Peter Seligmann
    Peter Seligmann is an American environmentalist and business leader best known for co-founding and leading the global conservation organization Conservation International.
  • 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: Joe Masteroff
Triple: [Cabaret (stage production), bookBy, Joe Masteroff]
Generated description
Joe Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe Masteroff
Target entity description: Joe Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
  • A. Howard Ratner
    Howard Ratner is a fast-talking, compulsive New York City jeweler and gambling addict whose risky schemes drive the intense, chaotic plot of the film *Uncut Gems*.
  • B. Joel Rosenman
    Joel Rosenman is an American lawyer, entrepreneur, and music producer best known as one of the principal backers and co-creators of the 1969 Woodstock music festival.
  • C. Robert Kravis
    Robert Kravis is a film producer best known for his work on the crime thriller "Lucky Number Slevin."
  • D. Henry Kravis
    Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
  • E. Peter Seligmann
    Peter Seligmann is an American environmentalist and business leader best known for co-founding and leading the global conservation organization Conservation International.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87e620f081909eb9a5e1f284e5a2 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf487beb188190be0adf8f88048a56 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf48cf7df08190ac0b970517c50ca8 completed March 22, 2026, 1:41 a.m.
NED2 Entity disambiguation (via description) batch_69bf4928be9081908865b8062e96c580 completed March 22, 2026, 1:43 a.m.
Created at: March 20, 2026, 2:05 p.m.