Triple

T16556156
Position Surface form Disambiguated ID Type / Status
Subject Flag Day E402206 entity
Predicate producer P490 FINISHED
Object John Williams (record producer)
John Williams is a British record producer best known for his work with artists such as The Housemartins, The Proclaimers, and Simple Minds.
 E1219773 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: John Williams (record producer) | Statement: [Flag Day, producer, John Williams (record producer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Williams (record producer)
Context triple: [Flag Day, producer, John Williams (record producer)]
  • A. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • B. Bruce Swedien
    Bruce Swedien was a renowned American audio engineer and producer best known for his innovative recording and mixing work on Michael Jackson’s classic albums, particularly "Thriller."
  • C. Jim Stewart (record producer)
    Jim Stewart was an American record producer and co-founder of Stax Records, instrumental in shaping the sound of Southern soul music in the 1960s.
  • D. Phil Ramone
    Phil Ramone was a renowned American record producer and engineer celebrated for his innovative studio techniques and work with major artists across pop, rock, and jazz.
  • E. Don Wexler
    Don Wexler was an influential American architect best known for his innovative mid-century modern steel-and-glass residential and commercial designs in Palm Springs, California.
  • 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: John Williams (record producer)
Triple: [Flag Day, producer, John Williams (record producer)]
Generated description
John Williams is a British record producer best known for his work with artists such as The Housemartins, The Proclaimers, and Simple Minds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Williams (record producer)
Target entity description: John Williams is a British record producer best known for his work with artists such as The Housemartins, The Proclaimers, and Simple Minds.
  • A. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • B. Bruce Swedien
    Bruce Swedien was a renowned American audio engineer and producer best known for his innovative recording and mixing work on Michael Jackson’s classic albums, particularly "Thriller."
  • C. Jim Stewart (record producer)
    Jim Stewart was an American record producer and co-founder of Stax Records, instrumental in shaping the sound of Southern soul music in the 1960s.
  • D. Phil Ramone
    Phil Ramone was a renowned American record producer and engineer celebrated for his innovative studio techniques and work with major artists across pop, rock, and jazz.
  • E. Don Wexler
    Don Wexler was an influential American architect best known for his innovative mid-century modern steel-and-glass residential and commercial designs in Palm Springs, California.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc99f648190b40869ce52d351c8 completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067ba4bec81909dfa87bcd2bfa7be completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00693d373c8190b086f81792491ea0 completed May 10, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0069c89d908190ba028063d6945647 completed May 10, 2026, 11:19 a.m.
Created at: April 10, 2026, 5:15 a.m.