Triple

T14226142
Position Surface form Disambiguated ID Type / Status
Subject Bells Are Ringing E352620 entity
Predicate orchestrator P4735 FINISHED
Object Robert Ginzler
Robert Ginzler was a prominent American Broadway orchestrator known for his inventive, jazz-inflected arrangements in mid-20th-century musical theatre.
 E1087071 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: Robert Ginzler | Statement: [Bells Are Ringing, orchestrator, Robert Ginzler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Ginzler
Context triple: [Bells Are Ringing, orchestrator, Robert Ginzler]
  • A. David Pilger
    David Pilger is an individual notable enough to be recorded as a bearer of the surname Pilger, though no widely recognized public information about him is available.
  • B. David Guggenheim
    David Guggenheim is an American screenwriter and producer best known for creating the TV series "Designated Survivor" and writing the film "Safe House."
  • C. William Pilger
    William Pilger is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Pilger.
  • D. Bruce Gibney
    Bruce Gibney is an American venture capitalist, author, and early investor in companies like PayPal and Palantir, known for his work in Silicon Valley and his critical writings on generational economics.
  • E. Johann Pilger
    Johann Pilger is an individual notable enough to be recorded as a bearer of the surname Pilger, though specific widely known biographical details about him are not readily available.
  • 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: Robert Ginzler
Triple: [Bells Are Ringing, orchestrator, Robert Ginzler]
Generated description
Robert Ginzler was a prominent American Broadway orchestrator known for his inventive, jazz-inflected arrangements in mid-20th-century musical theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Ginzler
Target entity description: Robert Ginzler was a prominent American Broadway orchestrator known for his inventive, jazz-inflected arrangements in mid-20th-century musical theatre.
  • A. David Pilger
    David Pilger is an individual notable enough to be recorded as a bearer of the surname Pilger, though no widely recognized public information about him is available.
  • B. David Guggenheim
    David Guggenheim is an American screenwriter and producer best known for creating the TV series "Designated Survivor" and writing the film "Safe House."
  • C. William Pilger
    William Pilger is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Pilger.
  • D. Bruce Gibney
    Bruce Gibney is an American venture capitalist, author, and early investor in companies like PayPal and Palantir, known for his work in Silicon Valley and his critical writings on generational economics.
  • E. Johann Pilger
    Johann Pilger is an individual notable enough to be recorded as a bearer of the surname Pilger, though specific widely known biographical details about him are not readily available.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6228e53c8190abbe4e2d88a7362a completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd281801488190bcb17d27ee18cde6 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29a470a08190b18c184466bbe0a9 completed May 8, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd2a61842481909388c83480482aeb completed May 8, 2026, 12:12 a.m.
Created at: April 10, 2026, 1:06 a.m.