Triple

T12530736
Position Surface form Disambiguated ID Type / Status
Subject Golden Age of MGM musicals E299555 entity
Predicate keySongwritingTeam P20008 FINISHED
Object Arthur Freed and Nacio Herb Brown
Arthur Freed and Nacio Herb Brown were a prominent American songwriting duo best known for creating many of the classic songs that defined MGM’s golden-age film musicals.
E54011 NE FINISHED

How this triple was built (5 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: Arthur Freed and Nacio Herb Brown | Statement: [Golden Age of MGM musicals, keySongwritingTeam, Arthur Freed and Nacio Herb Brown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Freed and Nacio Herb Brown
Context triple: [Golden Age of MGM musicals, keySongwritingTeam, Arthur Freed and Nacio Herb Brown]
  • A. Arthur Freed
    Arthur Freed was an influential American film producer and lyricist best known for shaping the golden age of MGM musicals, including classics like "Singin’ in the Rain."
  • B. Ralph Rainger
    Ralph Rainger was an American composer best known for his popular film scores and hit songs during Hollywood’s Golden Age.
  • C. Bob Clampett
    Bob Clampett was an influential American animator, director, and producer best known for his wild, surreal style on classic Warner Bros. cartoons and for helping shape the early personalities of characters like Bugs Bunny and Daffy Duck.
  • D. Jules Bass
    Jules Bass was an American director, producer, and writer best known for his work on classic stop-motion and animated holiday television specials created with Rankin/Bass Productions.
  • E. E. Y. Harburg
    E. Y. Harburg was an American lyricist best known for writing the words to classic songs such as "Over the Rainbow" and other standards of the Golden Age of Hollywood and Broadway.
  • 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: Arthur Freed and Nacio Herb Brown
Triple: [Golden Age of MGM musicals, keySongwritingTeam, Arthur Freed and Nacio Herb Brown]
Generated description
Arthur Freed and Nacio Herb Brown were a prominent American songwriting duo best known for creating many of the classic songs that defined MGM’s golden-age film musicals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Freed and Nacio Herb Brown
Target entity description: Arthur Freed and Nacio Herb Brown were a prominent American songwriting duo best known for creating many of the classic songs that defined MGM’s golden-age film musicals.
  • A. Arthur Freed chosen
    Arthur Freed was an influential American film producer and lyricist best known for shaping the golden age of MGM musicals, including classics like "Singin’ in the Rain."
  • B. Ralph Rainger
    Ralph Rainger was an American composer best known for his popular film scores and hit songs during Hollywood’s Golden Age.
  • C. Bob Clampett
    Bob Clampett was an influential American animator, director, and producer best known for his wild, surreal style on classic Warner Bros. cartoons and for helping shape the early personalities of characters like Bugs Bunny and Daffy Duck.
  • D. Jules Bass
    Jules Bass was an American director, producer, and writer best known for his work on classic stop-motion and animated holiday television specials created with Rankin/Bass Productions.
  • E. E. Y. Harburg
    E. Y. Harburg was an American lyricist best known for writing the words to classic songs such as "Over the Rainbow" and other standards of the Golden Age of Hollywood and Broadway.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: keySongwritingTeam
Context triple: [Golden Age of MGM musicals, keySongwritingTeam, Arthur Freed and Nacio Herb Brown]
  • A. songwritingTeam chosen
    Indicates a collaborative relationship in which multiple individuals work together as a team to write songs.
  • B. hasComposerLyricistTeam
    Indicates a relationship where a musical work is associated with a specific team that jointly fulfills the roles of composer and lyricist.
  • C. coSongwriter
    Indicates that two or more entities collaborated in writing the same song.
  • D. songwritingCredit
    Indicates that one entity is credited as a songwriter or co-songwriter for a musical work associated with another entity.
  • E. songWrittenBy
    Indicates that a particular song was created or composed by a specific person or group.
  • F. None of above.

Provenance (6 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95f5507b481908d13cc317b7402f6 completed April 10, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc8866c81908821525b595715e2 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64da25bf88190889273bf41e2f154 completed May 2, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f65213ed84819086fda178aaf9e774 completed May 2, 2026, 7:35 p.m.
PD Predicate disambiguation batch_69d9540d7b788190a0d57b098e90e491 completed April 10, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:57 p.m.