Triple

T7424079
Position Surface form Disambiguated ID Type / Status
Subject Aida E171323 entity
Predicate orchestrator P4735 FINISHED
Object Steve Margoshes
Steve Margoshes is an American composer, arranger, and orchestrator best known for his work on Broadway musicals such as "Fame" and "Aida."
E663242 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: Steve Margoshes | Statement: [Aida, orchestrator, Steve Margoshes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Margoshes
Context triple: [Aida, orchestrator, Steve Margoshes]
  • A. Steve Yockey
    Steve Yockey is an American television writer and producer best known for creating and showrunning the darkly comedic thriller series "The Flight Attendant."
  • B. Jim Metzler
    Jim Metzler is an American actor known for his work in film and television, including prominent roles in crime and drama productions.
  • C. Steve Goldstein
    Steve Goldstein is a music producer known for his work on the album "Romance Dance."
  • D. Steven Bauer
    Steven Bauer is a Cuban-American actor best known for his role as Manny Ribera in the film "Scarface" and for numerous supporting roles in film and television.
  • E. Brian McMahan
    Brian McMahan is an American guitarist and vocalist best known as a founding member of the influential post-rock band Slint.
  • 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: Steve Margoshes
Triple: [Aida, orchestrator, Steve Margoshes]
Generated description
Steve Margoshes is an American composer, arranger, and orchestrator best known for his work on Broadway musicals such as "Fame" and "Aida."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Margoshes
Target entity description: Steve Margoshes is an American composer, arranger, and orchestrator best known for his work on Broadway musicals such as "Fame" and "Aida."
  • A. Steve Yockey
    Steve Yockey is an American television writer and producer best known for creating and showrunning the darkly comedic thriller series "The Flight Attendant."
  • B. Jim Metzler
    Jim Metzler is an American actor known for his work in film and television, including prominent roles in crime and drama productions.
  • C. Steve Goldstein
    Steve Goldstein is a music producer known for his work on the album "Romance Dance."
  • D. Steven Bauer
    Steven Bauer is a Cuban-American actor best known for his role as Manny Ribera in the film "Scarface" and for numerous supporting roles in film and television.
  • E. Brian McMahan
    Brian McMahan is an American guitarist and vocalist best known as a founding member of the influential post-rock band Slint.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2eece588190905774e7151edcb8 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f048e0c819080f51784e1099cac completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81fd379cc81908b52c45fddea9870 completed March 28, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69c8209b7fa48190aea45a6b21ad8de1 completed March 28, 2026, 6:40 p.m.
Created at: March 27, 2026, 3:12 p.m.