Triple

T5417694
Position Surface form Disambiguated ID Type / Status
Subject Cabaret (stage production) E121170 entity
Predicate originalBroadwayLeadCharacter P4737 FINISHED
Object Cliff Bradshaw
Cliff Bradshaw is the American novelist and central protagonist in the musical "Cabaret," whose relationship with nightclub singer Sally Bowles unfolds against the rise of Nazism in 1930s Berlin.
E518347 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: Cliff Bradshaw | Statement: [Cabaret (stage production), originalBroadwayLeadCharacter, Cliff Bradshaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cliff Bradshaw
Context triple: [Cabaret (stage production), originalBroadwayLeadCharacter, Cliff Bradshaw]
  • A. Guy Chambers
    Guy Chambers is a British songwriter, musician, and producer best known for co-writing many of Robbie Williams' biggest hits.
  • B. Ulysses Everett McGill
    Ulysses Everett McGill is the fast-talking, self-styled intellectual escapee who leads a trio of convicts on a comedic odyssey through 1930s Mississippi in the film "O Brother, Where Art Thou?".
  • C. Finley Hobbins
    Finley Hobbins is a young American actor best known for his role in Disney’s live-action adaptation of "Dumbo" (2019).
  • D. Harold Crick
    Harold Crick is the meticulous IRS auditor and unsuspecting protagonist of the metafictional film "Stranger Than Fiction," whose life begins mirroring a narrated novel.
  • E. John Howland
    John Howland was an English colonist and Mayflower passenger who became a prominent early settler and leader in Plymouth Colony.
  • 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: Cliff Bradshaw
Triple: [Cabaret (stage production), originalBroadwayLeadCharacter, Cliff Bradshaw]
Generated description
Cliff Bradshaw is the American novelist and central protagonist in the musical "Cabaret," whose relationship with nightclub singer Sally Bowles unfolds against the rise of Nazism in 1930s Berlin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cliff Bradshaw
Target entity description: Cliff Bradshaw is the American novelist and central protagonist in the musical "Cabaret," whose relationship with nightclub singer Sally Bowles unfolds against the rise of Nazism in 1930s Berlin.
  • A. Guy Chambers
    Guy Chambers is a British songwriter, musician, and producer best known for co-writing many of Robbie Williams' biggest hits.
  • B. Ulysses Everett McGill
    Ulysses Everett McGill is the fast-talking, self-styled intellectual escapee who leads a trio of convicts on a comedic odyssey through 1930s Mississippi in the film "O Brother, Where Art Thou?".
  • C. Finley Hobbins
    Finley Hobbins is a young American actor best known for his role in Disney’s live-action adaptation of "Dumbo" (2019).
  • D. Harold Crick
    Harold Crick is the meticulous IRS auditor and unsuspecting protagonist of the metafictional film "Stranger Than Fiction," whose life begins mirroring a narrated novel.
  • E. John Howland
    John Howland was an English colonist and Mayflower passenger who became a prominent early settler and leader in Plymouth Colony.
  • 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_69bd91ae18cc8190aefe610f91b5382c completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3aadfa4c81908b57af80f534b121 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3b7f947c8190bc15d839488f393b completed March 22, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf3bfde6148190a2e7aa76bd5dce37 completed March 22, 2026, 12:46 a.m.
Created at: March 20, 2026, 2:05 p.m.