Triple

T3170452
Position Surface form Disambiguated ID Type / Status
Subject Do I Hear a Waltz? E66317 entity
Predicate choreographer P11856 FINISHED
Object Herbert Ross
Herbert Ross was an American choreographer and film director known for his work on Broadway and in Hollywood, including acclaimed movies such as "The Goodbye Girl" and "Steel Magnolias."
E346774 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: Herbert Ross | Statement: [Do I Hear a Waltz?, choreographer, Herbert Ross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Ross
Context triple: [Do I Hear a Waltz?, choreographer, Herbert Ross]
  • A. Arthur Hiller
    Arthur Hiller was a Canadian-born film director best known for popular Hollywood movies such as "Love Story" and "The In-Laws."
  • B. Robert Aldrich
    Robert Aldrich was an American film director and producer known for his gritty, hard-edged movies such as "Kiss Me Deadly," "What Ever Happened to Baby Jane?" and "The Dirty Dozen."
  • C. Delbert Mann
    Delbert Mann was an American film and television director best known for his Academy Award–winning work on the 1955 film "Marty" and for helping bring intimate, character-driven dramas from live television to the big screen.
  • D. Robert Mulligan
    Robert Mulligan was an American film director best known for his sensitive, character-driven dramas, including the acclaimed adaptation of Harper Lee’s "To Kill a Mockingbird."
  • E. Tim Zinnemann
    Tim Zinnemann is an American film producer and assistant director, known for his work on movies such as "The Running Man" and "Clear and Present Danger."
  • 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: Herbert Ross
Triple: [Do I Hear a Waltz?, choreographer, Herbert Ross]
Generated description
Herbert Ross was an American choreographer and film director known for his work on Broadway and in Hollywood, including acclaimed movies such as "The Goodbye Girl" and "Steel Magnolias."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Ross
Target entity description: Herbert Ross was an American choreographer and film director known for his work on Broadway and in Hollywood, including acclaimed movies such as "The Goodbye Girl" and "Steel Magnolias."
  • A. Arthur Hiller
    Arthur Hiller was a Canadian-born film director best known for popular Hollywood movies such as "Love Story" and "The In-Laws."
  • B. Robert Aldrich
    Robert Aldrich was an American film director and producer known for his gritty, hard-edged movies such as "Kiss Me Deadly," "What Ever Happened to Baby Jane?" and "The Dirty Dozen."
  • C. Delbert Mann
    Delbert Mann was an American film and television director best known for his Academy Award–winning work on the 1955 film "Marty" and for helping bring intimate, character-driven dramas from live television to the big screen.
  • D. Robert Mulligan
    Robert Mulligan was an American film director best known for his sensitive, character-driven dramas, including the acclaimed adaptation of Harper Lee’s "To Kill a Mockingbird."
  • E. Tim Zinnemann
    Tim Zinnemann is an American film producer and assistant director, known for his work on movies such as "The Running Man" and "Clear and Present Danger."
  • 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_69ad8585d7988190af37365331093ccd completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada66c043081908eb23a4fe3420a78 completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3b513248190a94c2f7642151515 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2f846f1ec8190826f299cc18384f1 completed March 12, 2026, 5:30 p.m.
NED2 Entity disambiguation (via description) batch_69b3135d102881908b9693846cc00762 completed March 12, 2026, 7:26 p.m.
Created at: March 8, 2026, 3:06 p.m.