Triple

T14540971
Position Surface form Disambiguated ID Type / Status
Subject Burnin' Up E341166 entity
Predicate producer P490 FINISHED
Object John Fields
John Fields is an American record producer and musician known for his work with pop and rock artists such as the Jonas Brothers, Demi Lovato, and Switchfoot.
 E1105417 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 Fields | Statement: [Burnin' Up, producer, John Fields]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Fields
Context triple: [Burnin' Up, producer, John Fields]
  • A. Jack Fields
    Jack Fields was the first husband of American actress and television producer Whitney Blake.
  • B. Joseph Fields
    Joseph Fields was an American playwright, screenwriter, and producer known for his work on Broadway and in Hollywood during the mid-20th century.
  • C. Allan Felder
    Allan Felder was an American songwriter and producer best known for his work in 1970s soul and R&B, particularly with the Philadelphia soul sound.
  • D. Robert Fields
    Robert Fields is an American actor best known for his role in the 1969 film "They Shoot Horses, Don't They?"
  • E. Charles Fields
    Charles Fields was an individual significant enough in Oregon’s history or local community that a place there was named in his honor.
  • 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 Fields
Triple: [Burnin' Up, producer, John Fields]
Generated description
John Fields is an American record producer and musician known for his work with pop and rock artists such as the Jonas Brothers, Demi Lovato, and Switchfoot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Fields
Target entity description: John Fields is an American record producer and musician known for his work with pop and rock artists such as the Jonas Brothers, Demi Lovato, and Switchfoot.
  • A. Jack Fields
    Jack Fields was the first husband of American actress and television producer Whitney Blake.
  • B. Joseph Fields
    Joseph Fields was an American playwright, screenwriter, and producer known for his work on Broadway and in Hollywood during the mid-20th century.
  • C. Allan Felder
    Allan Felder was an American songwriter and producer best known for his work in 1970s soul and R&B, particularly with the Philadelphia soul sound.
  • D. Robert Fields
    Robert Fields is an American actor best known for his role in the 1969 film "They Shoot Horses, Don't They?"
  • E. Charles Fields
    Charles Fields was an individual significant enough in Oregon’s history or local community that a place there was named in his honor.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1bd0dd4819094c8b2f2aa6b1c5e completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a5eb85c8190a0c1696b63ddf8e1 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7d7245808190b30d591407731bd5 completed May 8, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd7dfc22008190a2c37bed8fd8d21a completed May 8, 2026, 6:09 a.m.
Created at: April 10, 2026, 1:22 a.m.