Triple

T1105851
Position Surface form Disambiguated ID Type / Status
Subject Les Misérables (2012 film) E25485 entity
Predicate screenwriter P2831 FINISHED
Object Claude-Michel Schönberg
Claude-Michel Schönberg is a French composer best known for co-creating the hit stage musicals Les Misérables and Miss Saigon.
E130842 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: Claude-Michel Schönberg | Statement: [Les Misérables (2012 film), screenwriter, Claude-Michel Schönberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Claude-Michel Schönberg
Context triple: [Les Misérables (2012 film), screenwriter, Claude-Michel Schönberg]
  • A. Alain Boublil
    Alain Boublil is a French lyricist and librettist best known for co-creating the stage musical Les Misérables and other major musical theatre works.
  • B. Stephen Schwartz
    Stephen Schwartz is an American composer and lyricist renowned for his work in musical theatre and film, including the scores and songs for productions such as "Wicked," "Godspell," and Disney's "Pocahontas" and "The Hunchback of Notre Dame."
  • C. Stephen Sondheim
    Stephen Sondheim was a groundbreaking American composer and lyricist renowned for revolutionizing musical theatre with complex characters, sophisticated lyrics, and innovative works such as "Sweeney Todd," "Company," and "Into the Woods."
  • D. Albert Weinert
    Albert Weinert was a German-American sculptor and monument designer known for his public memorials in the United States.
  • E. Andrew Lloyd Webber
    Andrew Lloyd Webber is a renowned British composer and impresario of musical theatre, best known for creating hit shows such as "The Phantom of the Opera," "Cats," and "Evita."
  • 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: Claude-Michel Schönberg
Triple: [Les Misérables (2012 film), screenwriter, Claude-Michel Schönberg]
Generated description
Claude-Michel Schönberg is a French composer best known for co-creating the hit stage musicals Les Misérables and Miss Saigon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Claude-Michel Schönberg
Target entity description: Claude-Michel Schönberg is a French composer best known for co-creating the hit stage musicals Les Misérables and Miss Saigon.
  • A. Alain Boublil
    Alain Boublil is a French lyricist and librettist best known for co-creating the stage musical Les Misérables and other major musical theatre works.
  • B. Stephen Schwartz
    Stephen Schwartz is an American composer and lyricist renowned for his work in musical theatre and film, including the scores and songs for productions such as "Wicked," "Godspell," and Disney's "Pocahontas" and "The Hunchback of Notre Dame."
  • C. Stephen Sondheim
    Stephen Sondheim was a groundbreaking American composer and lyricist renowned for revolutionizing musical theatre with complex characters, sophisticated lyrics, and innovative works such as "Sweeney Todd," "Company," and "Into the Woods."
  • D. Albert Weinert
    Albert Weinert was a German-American sculptor and monument designer known for his public memorials in the United States.
  • E. Andrew Lloyd Webber
    Andrew Lloyd Webber is a renowned British composer and impresario of musical theatre, best known for creating hit shows such as "The Phantom of the Opera," "Cats," and "Evita."
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9e339f88190afc027216e95d2f7 completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59a221888190a3ffdb713e7cd143 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5a38ebb0819091cb81e23770ae50 completed March 7, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac5aa2ad188190b4c6a29e3c2c8d79 completed March 7, 2026, 5:04 p.m.
Created at: March 1, 2026, 7:43 p.m.