Triple

T5215011
Position Surface form Disambiguated ID Type / Status
Subject Pleasant Dreams E117728 entity
Predicate producer P490 FINISHED
Object Graham Gouldman
Graham Gouldman is an English singer, songwriter, and musician best known as a founding member of the art-pop band 10cc and for writing numerous hit songs for British Invasion groups in the 1960s.
 E503766 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: Graham Gouldman | Statement: [Pleasant Dreams, producer, Graham Gouldman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graham Gouldman
Context triple: [Pleasant Dreams, producer, Graham Gouldman]
  • A. Dave McLean
    Dave McLean is a character from the comedy film "Hot Rod," known as one of amateur stuntman Rod Kimble’s loyal and eccentric friends.
  • B. Roger Hodgson
    Roger Hodgson is an English musician, singer-songwriter, and co-founder of the progressive rock band Supertramp, known for writing and singing many of their biggest hits.
  • C. Rod Temperton
    Rod Temperton was a British songwriter and former member of the band Heatwave, best known for penning several of Michael Jackson’s biggest hits, including songs on the landmark album "Thriller."
  • D. David Parfitt
    David Parfitt is a British film producer best known for his Academy Award-winning work on acclaimed dramas such as "Shakespeare in Love."
  • E. Michael Gibb
    Michael Gibb is one of the sons of Barry Gibb, the famed singer-songwriter and member of the Bee Gees.
  • 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: Graham Gouldman
Triple: [Pleasant Dreams, producer, Graham Gouldman]
Generated description
Graham Gouldman is an English singer, songwriter, and musician best known as a founding member of the art-pop band 10cc and for writing numerous hit songs for British Invasion groups in the 1960s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graham Gouldman
Target entity description: Graham Gouldman is an English singer, songwriter, and musician best known as a founding member of the art-pop band 10cc and for writing numerous hit songs for British Invasion groups in the 1960s.
  • A. Dave McLean
    Dave McLean is a character from the comedy film "Hot Rod," known as one of amateur stuntman Rod Kimble’s loyal and eccentric friends.
  • B. Roger Hodgson
    Roger Hodgson is an English musician, singer-songwriter, and co-founder of the progressive rock band Supertramp, known for writing and singing many of their biggest hits.
  • C. Rod Temperton
    Rod Temperton was a British songwriter and former member of the band Heatwave, best known for penning several of Michael Jackson’s biggest hits, including songs on the landmark album "Thriller."
  • D. David Parfitt
    David Parfitt is a British film producer best known for his Academy Award-winning work on acclaimed dramas such as "Shakespeare in Love."
  • E. Michael Gibb
    Michael Gibb is one of the sons of Barry Gibb, the famed singer-songwriter and member of the Bee Gees.
  • 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_69bd4464ba3c8190bc16b2ebbe42ddb0 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a928dfc8190971a9e28d5c10446 completed March 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefe325988190b35e3502f147c9c2 completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef0b2b6448190be1c465738be741b completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef121817c8190aebd27ee34c0a419 completed March 21, 2026, 7:27 p.m.
Created at: March 20, 2026, 1:48 p.m.