Triple

T4864049
Position Surface form Disambiguated ID Type / Status
Subject The Secret Garden (1991 Broadway production) E108725 entity
Predicate orchestrator P4735 FINISHED
Object William David Brohn
William David Brohn was an American orchestrator renowned for his lush, sophisticated arrangements for major Broadway and West End musicals, including hits like Ragtime, Wicked, and Miss Saigon.
E497523 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: William David Brohn | Statement: [The Secret Garden (1991 Broadway production), orchestrator, William David Brohn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William David Brohn
Context triple: [The Secret Garden (1991 Broadway production), orchestrator, William David Brohn]
  • A. Fredric Steinkamp
    Fredric Steinkamp was an American film editor best known for his acclaimed work on major Hollywood productions, including the Oscar-winning epic "Out of Africa."
  • B. Joseph Weishaar
    Joseph Weishaar is an American architect and designer best known for winning the competition to create the National World War I Memorial in Washington, D.C.
  • C. James Rebhorn
    James Rebhorn was an American character actor known for his prolific film and television career, often portraying authoritative or morally complex figures in dramas and thrillers.
  • D. Ben Braun
    Ben Braun is an American college basketball coach best known for revitalizing the University of California, Berkeley men's basketball program in the late 1990s and early 2000s.
  • E. William Wendt
    William Wendt was a prominent American landscape painter celebrated as a leading figure of the California Impressionist movement.
  • 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: William David Brohn
Triple: [The Secret Garden (1991 Broadway production), orchestrator, William David Brohn]
Generated description
William David Brohn was an American orchestrator renowned for his lush, sophisticated arrangements for major Broadway and West End musicals, including hits like Ragtime, Wicked, and Miss Saigon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William David Brohn
Target entity description: William David Brohn was an American orchestrator renowned for his lush, sophisticated arrangements for major Broadway and West End musicals, including hits like Ragtime, Wicked, and Miss Saigon.
  • A. Fredric Steinkamp
    Fredric Steinkamp was an American film editor best known for his acclaimed work on major Hollywood productions, including the Oscar-winning epic "Out of Africa."
  • B. Joseph Weishaar
    Joseph Weishaar is an American architect and designer best known for winning the competition to create the National World War I Memorial in Washington, D.C.
  • C. James Rebhorn
    James Rebhorn was an American character actor known for his prolific film and television career, often portraying authoritative or morally complex figures in dramas and thrillers.
  • D. Ben Braun
    Ben Braun is an American college basketball coach best known for revitalizing the University of California, Berkeley men's basketball program in the late 1990s and early 2000s.
  • E. William Wendt
    William Wendt was a prominent American landscape painter celebrated as a leading figure of the California Impressionist movement.
  • 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_69becfa0b4fc8190bf9ee8abf1684503 completed March 21, 2026, 5:04 p.m.
NEDg Description generation batch_69bed1d770a88190a3ff820ba878c8a2 completed March 21, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69bed2303df881908260b27d430f16fc completed March 21, 2026, 5:15 p.m.
Created at: March 20, 2026, 1:26 p.m.