Triple

T16785379
Position Surface form Disambiguated ID Type / Status
Subject Otto Harbach E407956 entity
Predicate collaboratedWith P435 FINISHED
Object Louis Hirsch
Louis Hirsch was an American composer best known for his popular songs and scores for early 20th-century Broadway musical comedies and revues.
E1237774 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: Louis Hirsch | Statement: [Otto Harbach, collaboratedWith, Louis Hirsch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Hirsch
Context triple: [Otto Harbach, collaboratedWith, Louis Hirsch]
  • A. Milt Josefsberg
    Milt Josefsberg was an American comedy writer and producer best known for his work on classic radio and television programs such as "The Jack Benny Program."
  • B. Ira Hirschmann
    Ira Hirschmann was an American businessman and diplomat best known for his World War II efforts to rescue Jews from the Holocaust and his later work in international affairs.
  • C. Maurice Seezer
    Maurice Seezer is an Irish composer and musician best known for his film scores and frequent collaborations with singer-songwriter Gavin Friday, including work on acclaimed movies like "In the Name of the Father."
  • D. Mort Engelberg
    Mort Engelberg is an American film producer and production manager known for his work on movies such as the 1980 thriller "Inferno."
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical music.
  • 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: Louis Hirsch
Triple: [Otto Harbach, collaboratedWith, Louis Hirsch]
Generated description
Louis Hirsch was an American composer best known for his popular songs and scores for early 20th-century Broadway musical comedies and revues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Hirsch
Target entity description: Louis Hirsch was an American composer best known for his popular songs and scores for early 20th-century Broadway musical comedies and revues.
  • A. Milt Josefsberg
    Milt Josefsberg was an American comedy writer and producer best known for his work on classic radio and television programs such as "The Jack Benny Program."
  • B. Ira Hirschmann
    Ira Hirschmann was an American businessman and diplomat best known for his World War II efforts to rescue Jews from the Holocaust and his later work in international affairs.
  • C. Maurice Seezer
    Maurice Seezer is an Irish composer and musician best known for his film scores and frequent collaborations with singer-songwriter Gavin Friday, including work on acclaimed movies like "In the Name of the Father."
  • D. Mort Engelberg
    Mort Engelberg is an American film producer and production manager known for his work on movies such as the 1980 thriller "Inferno."
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical music.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b21996cc81909deb88545af7079f completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c29bcfe08190a281446f174a94f6 completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c355f4108190a4209599bf5f50da completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c413314881909e308588af09ce2a completed May 10, 2026, 5:44 p.m.
Created at: April 10, 2026, 5:22 a.m.