Triple

T18148548
Position Surface form Disambiguated ID Type / Status
Subject The Heavy Entertainment Show E434447 entity
Predicate producer P490 FINISHED
Object Tom Barnes
Tom Barnes is a music producer known for his work on major pop and rock records, including projects with high-profile artists like Robbie Williams.
 E1308316 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: Tom Barnes | Statement: [The Heavy Entertainment Show, producer, Tom Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Barnes
Context triple: [The Heavy Entertainment Show, producer, Tom Barnes]
  • A. James Martin Barnes
    James Martin Barnes, better known as Jim Barnes, was a prominent early 20th-century professional golfer who won multiple major championships, including the inaugural PGA Championship.
  • B. Tony Barton
    Tony Barton was an English football manager best known for leading Aston Villa to victory in the 1982 European Cup.
  • C. John Bunn
    John Bunn was an American basketball coach and administrator known for his influential roles in college basketball and contributions to the sport’s development.
  • D. Tom Bancroft
    Tom Bancroft is an American animator, illustrator, and character designer best known for his work on Disney films such as "Mulan" and "The Lion King."
  • E. Frank John Hughes
    Frank John Hughes is an American actor best known for his role as World War II paratrooper William "Wild Bill" Guarnere in the HBO miniseries "Band of Brothers."
  • 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: Tom Barnes
Triple: [The Heavy Entertainment Show, producer, Tom Barnes]
Generated description
Tom Barnes is a music producer known for his work on major pop and rock records, including projects with high-profile artists like Robbie Williams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Barnes
Target entity description: Tom Barnes is a music producer known for his work on major pop and rock records, including projects with high-profile artists like Robbie Williams.
  • A. James Martin Barnes
    James Martin Barnes, better known as Jim Barnes, was a prominent early 20th-century professional golfer who won multiple major championships, including the inaugural PGA Championship.
  • B. Tony Barton
    Tony Barton was an English football manager best known for leading Aston Villa to victory in the 1982 European Cup.
  • C. John Bunn
    John Bunn was an American basketball coach and administrator known for his influential roles in college basketball and contributions to the sport’s development.
  • D. Tom Bancroft
    Tom Bancroft is an American animator, illustrator, and character designer best known for his work on Disney films such as "Mulan" and "The Lion King."
  • E. Frank John Hughes
    Frank John Hughes is an American actor best known for his role as World War II paratrooper William "Wild Bill" Guarnere in the HBO miniseries "Band of Brothers."
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de360ae88190abe1ed13243e9924 completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03855631f48190ae8c343a4fa8f2a6 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a0385d8a43c8190b61222b65c1f9a60 completed May 12, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_6a03868a4898819083dc64e9d39b6c80 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.