Triple

T1307242
Position Surface form Disambiguated ID Type / Status
Subject Songs of Surrender E27906 entity
Predicate producer P490 FINISHED
Object Duncan Stewart
Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
 E236347 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: Duncan Stewart | Statement: [Songs of Surrender, producer, Duncan Stewart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duncan Stewart
Context triple: [Songs of Surrender, producer, Duncan Stewart]
  • A. Andrew Duncan
    Andrew Duncan was a British industrialist and politician who served as the United Kingdom’s Minister of Supply during the Second World War.
  • B. Ewen MacIntosh
    Ewen MacIntosh is a British actor and comedian best known for playing the deadpan accountant Keith Bishop in the original UK version of "The Office."
  • C. Duncan Reid
    Duncan Reid is a musician best known as the former bassist and vocalist for the UK punk band The Boys and for his solo work with Duncan Reid and the Big Heads.
  • D. Stephen MacLean
    Stephen MacLean was an Australian screenwriter and filmmaker best known for his work on music-infused films and television, including the cult musical comedy "Starstruck" (1982).
  • E. Colin Cameron
    Colin Cameron is a Scottish former professional footballer and midfielder who played for clubs including Raith Rovers, Hearts, Wolves, and the Scotland national team before moving into coaching.
  • 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: Duncan Stewart
Triple: [Songs of Surrender, producer, Duncan Stewart]
Generated description
Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duncan Stewart
Target entity description: Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
  • A. Andrew Duncan
    Andrew Duncan was a British industrialist and politician who served as the United Kingdom’s Minister of Supply during the Second World War.
  • B. Ewen MacIntosh
    Ewen MacIntosh is a British actor and comedian best known for playing the deadpan accountant Keith Bishop in the original UK version of "The Office."
  • C. Duncan Reid
    Duncan Reid is a musician best known as the former bassist and vocalist for the UK punk band The Boys and for his solo work with Duncan Reid and the Big Heads.
  • D. Stephen MacLean
    Stephen MacLean was an Australian screenwriter and filmmaker best known for his work on music-infused films and television, including the cult musical comedy "Starstruck" (1982).
  • E. Colin Cameron
    Colin Cameron is a Scottish former professional footballer and midfielder who played for clubs including Raith Rovers, Hearts, Wolves, and the Scotland national team before moving into coaching.
  • 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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c1368038819089d1091cc43901a3 completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae51572d808190b6e2e7a8a3b597f0 completed March 9, 2026, 4:49 a.m.
NEDg Description generation batch_69ae521c7810819086b88bb5f062597e completed March 9, 2026, 4:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae52e79c788190bbe6eb5baba08a71 completed March 9, 2026, 4:56 a.m.
Created at: March 1, 2026, 7:51 p.m.