Triple

T8543759
Position Surface form Disambiguated ID Type / Status
Subject Keys to Ascension E202269 entity
Predicate producer P490 FINISHED
Object Tom Fletcher
Tom Fletcher is a music producer best known for his work on progressive rock and live performance recordings, including projects with the band Yes.
 E740716 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 Fletcher | Statement: [Keys to Ascension, producer, Tom Fletcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Fletcher
Context triple: [Keys to Ascension, producer, Tom Fletcher]
  • A. William Gove
    William Gove is the son of British Conservative politician Michael Gove.
  • B. Grant Shapps
    Grant Shapps is a British Conservative politician who has held multiple senior UK government cabinet roles, including in transport, defence, and energy.
  • C. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • D. Oliver Dowden
    Oliver Dowden is a British Conservative Party politician who has held several senior UK government roles, including serving in the Cabinet.
  • E. Michael Portillo
    Michael Portillo is a British journalist, broadcaster, and former Conservative politician known for his cabinet roles in the 1990s and his popular railway travel television series.
  • 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 Fletcher
Triple: [Keys to Ascension, producer, Tom Fletcher]
Generated description
Tom Fletcher is a music producer best known for his work on progressive rock and live performance recordings, including projects with the band Yes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Fletcher
Target entity description: Tom Fletcher is a music producer best known for his work on progressive rock and live performance recordings, including projects with the band Yes.
  • A. William Gove
    William Gove is the son of British Conservative politician Michael Gove.
  • B. Grant Shapps
    Grant Shapps is a British Conservative politician who has held multiple senior UK government cabinet roles, including in transport, defence, and energy.
  • C. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • D. Oliver Dowden
    Oliver Dowden is a British Conservative Party politician who has held several senior UK government roles, including serving in the Cabinet.
  • E. Michael Portillo
    Michael Portillo is a British journalist, broadcaster, and former Conservative politician known for his cabinet roles in the 1990s and his popular railway travel television series.
  • 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_69ca832461e88190a654c5e44e233aa8 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6e381d4819084e230389a3ecb77 completed March 31, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6dabf9908190bb61ad4ddb953902 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6f02fabc819093b95e0d318c5649 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f9b12148190be55b3f5f2b518d9 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:18 p.m.