Triple

T4864045
Position Surface form Disambiguated ID Type / Status
Subject The Secret Garden (1991 Broadway production) E108725 entity
Predicate choreographer P11856 FINISHED
Object Michael Lichtefeld
Michael Lichtefeld is a theater choreographer best known for his work on major Broadway musicals, including the 1991 production of *The Secret Garden*.
 E526386 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: Michael Lichtefeld | Statement: [The Secret Garden (1991 Broadway production), choreographer, Michael Lichtefeld]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Lichtefeld
Context triple: [The Secret Garden (1991 Broadway production), choreographer, Michael Lichtefeld]
  • A. Michael Bergmann
    Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
  • B. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • C. Robert Ochsenfeld
    Robert Ochsenfeld was a German physicist best known for co-discovering the Meissner effect, a fundamental phenomenon in superconductivity.
  • D. Marten Wassmann
    Marten Wassmann is an architect known for his partnership role at the Dutch architecture firm Benthem Crouwel Architekten.
  • E. Michael Hecht
    Michael Hecht is the birth name of Michael Howard, a British Conservative politician who served as Leader of the Opposition and Home Secretary.
  • 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: Michael Lichtefeld
Triple: [The Secret Garden (1991 Broadway production), choreographer, Michael Lichtefeld]
Generated description
Michael Lichtefeld is a theater choreographer best known for his work on major Broadway musicals, including the 1991 production of *The Secret Garden*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Lichtefeld
Target entity description: Michael Lichtefeld is a theater choreographer best known for his work on major Broadway musicals, including the 1991 production of *The Secret Garden*.
  • A. Michael Bergmann
    Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
  • B. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • C. Robert Ochsenfeld
    Robert Ochsenfeld was a German physicist best known for co-discovering the Meissner effect, a fundamental phenomenon in superconductivity.
  • D. Marten Wassmann
    Marten Wassmann is an architect known for his partnership role at the Dutch architecture firm Benthem Crouwel Architekten.
  • E. Michael Hecht
    Michael Hecht is the birth name of Michael Howard, a British Conservative politician who served as Leader of the Opposition and Home Secretary.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7718e48190af4c0d1abfa87795 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfba1e755081909649e0dd8c4d2270 completed March 22, 2026, 9:45 a.m.
NEDg Description generation batch_69bfba9ef4e481909f70d7d83bba90fc completed March 22, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69bfbb8001dc81909d67cfdc98e6e98f completed March 22, 2026, 9:50 a.m.
Created at: March 20, 2026, 1:26 p.m.