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.