Triple

T10716469
Position Surface form Disambiguated ID Type / Status
Subject Bob Crewe E252685 entity
Predicate coWroteWith P2389 FINISHED
Object Bob Gaudio
Bob Gaudio is an American songwriter, producer, and original member of The Four Seasons, best known for co-writing many of the group’s biggest hits.
E881203 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: Bob Gaudio | Statement: [Bob Crewe, coWroteWith, Bob Gaudio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bob Gaudio
Context triple: [Bob Crewe, coWroteWith, Bob Gaudio]
  • A. Pete Rugolo
    Pete Rugolo was an Italian-born American jazz composer, arranger, and bandleader known for his innovative work with Stan Kenton and for scoring numerous film and television projects.
  • B. Jeff Barry
    Jeff Barry is an American pop music songwriter and producer best known for his influential work in the 1960s Brill Building era, co-writing numerous hit songs such as "Be My Baby" and "Leader of the Pack."
  • C. Barry Mann
    Barry Mann is an American songwriter and musician best known for his prolific Brill Building pop hits, often written with his wife and collaborator Cynthia Weil.
  • D. Gerry Goffin
    Gerry Goffin was an American lyricist best known for his prolific 1960s songwriting partnership with Carole King, creating numerous classic pop and soul hits.
  • E. Thom Bell
    Thom Bell was a pioneering American record producer, arranger, and songwriter, best known as a key architect of the lush, orchestral Philadelphia soul sound of the 1970s.
  • 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: Bob Gaudio
Triple: [Bob Crewe, coWroteWith, Bob Gaudio]
Generated description
Bob Gaudio is an American songwriter, producer, and original member of The Four Seasons, best known for co-writing many of the group’s biggest hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bob Gaudio
Target entity description: Bob Gaudio is an American songwriter, producer, and original member of The Four Seasons, best known for co-writing many of the group’s biggest hits.
  • A. Pete Rugolo
    Pete Rugolo was an Italian-born American jazz composer, arranger, and bandleader known for his innovative work with Stan Kenton and for scoring numerous film and television projects.
  • B. Jeff Barry
    Jeff Barry is an American pop music songwriter and producer best known for his influential work in the 1960s Brill Building era, co-writing numerous hit songs such as "Be My Baby" and "Leader of the Pack."
  • C. Barry Mann
    Barry Mann is an American songwriter and musician best known for his prolific Brill Building pop hits, often written with his wife and collaborator Cynthia Weil.
  • D. Gerry Goffin
    Gerry Goffin was an American lyricist best known for his prolific 1960s songwriting partnership with Carole King, creating numerous classic pop and soul hits.
  • E. Thom Bell
    Thom Bell was a pioneering American record producer, arranger, and songwriter, best known as a key architect of the lush, orchestral Philadelphia soul sound of the 1970s.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff3566e88190b5c0c6d1b159dd45 completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d999278b8481909bc4e849b9580eb7 completed April 11, 2026, 12:43 a.m.
NEDg Description generation batch_69d99e86e198819080f71400295a31e7 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69dadccd1d7081908ae53b97d2c2a6cb completed April 11, 2026, 11:44 p.m.
Created at: April 8, 2026, 9:13 p.m.