Triple

T12223776
Position Surface form Disambiguated ID Type / Status
Subject Gavin DeGraw (album) E291287 entity
Predicate producer P490 FINISHED
Object Marshall Altman
Marshall Altman is an American record producer and songwriter known for his work with artists across pop, rock, and country genres.
E977035 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: Marshall Altman | Statement: [Gavin DeGraw (album), producer, Marshall Altman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall Altman
Context triple: [Gavin DeGraw (album), producer, Marshall Altman]
  • A. Allan Jaffe
    Allan Jaffe was an American tuba player and manager best known for leading New Orleans’ Preservation Hall and helping to popularize traditional jazz worldwide.
  • B. James Altman
    James Altman is the son of American lawyer and video game executive Robert A. Altman.
  • C. Tom Garfinkel
    Tom Garfinkel is a sports executive best known for leading the business operations and strategic development of the NFL’s Miami Dolphins and their home stadium.
  • D. Alan Rothenberg
    Alan Rothenberg is an American sports executive and attorney best known for his leadership roles in U.S. soccer, including helping bring and organize the 1994 FIFA World Cup in the United States.
  • E. Murray Lerner
    Murray Lerner was an American documentary and concert filmmaker best known for his music films capturing iconic performances by artists such as Bob Dylan, Jimi Hendrix, and The Who.
  • 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: Marshall Altman
Triple: [Gavin DeGraw (album), producer, Marshall Altman]
Generated description
Marshall Altman is an American record producer and songwriter known for his work with artists across pop, rock, and country genres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall Altman
Target entity description: Marshall Altman is an American record producer and songwriter known for his work with artists across pop, rock, and country genres.
  • A. Allan Jaffe
    Allan Jaffe was an American tuba player and manager best known for leading New Orleans’ Preservation Hall and helping to popularize traditional jazz worldwide.
  • B. James Altman
    James Altman is the son of American lawyer and video game executive Robert A. Altman.
  • C. Tom Garfinkel
    Tom Garfinkel is a sports executive best known for leading the business operations and strategic development of the NFL’s Miami Dolphins and their home stadium.
  • D. Alan Rothenberg
    Alan Rothenberg is an American sports executive and attorney best known for his leadership roles in U.S. soccer, including helping bring and organize the 1994 FIFA World Cup in the United States.
  • E. Murray Lerner
    Murray Lerner was an American documentary and concert filmmaker best known for his music films capturing iconic performances by artists such as Bob Dylan, Jimi Hendrix, and The Who.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a8e6ba081908428ce11196815cc completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be354a88190aaf5e8439b33120b completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62c8194d881909db3d320a21f2052 completed May 2, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:51 p.m.