Triple

T10588515
Position Surface form Disambiguated ID Type / Status
Subject QI E249920 entity
Predicate executiveProducer P7225 FINISHED
Object Piers Fletcher
Piers Fletcher is a British television producer best known for serving as the executive producer of the comedy quiz show "QI."
 E879885 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: Piers Fletcher | Statement: [QI, executiveProducer, Piers Fletcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Piers Fletcher
Context triple: [QI, executiveProducer, Piers Fletcher]
  • A. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • B. Piers Haggard
    Piers Haggard was a British film and television director best known for his work in horror and drama, including the cult classic "The Blood on Satan's Claw" and episodes of influential UK TV series.
  • C. Paul Givan
    Paul Givan is a Democratic Unionist Party politician who served as First Minister of Northern Ireland.
  • D. Clive Franks
    Clive Franks is a British record producer and audio engineer best known for his long-term collaboration with Elton John on numerous classic albums and hit singles.
  • E. Martin Pugh
    Martin Pugh is a British historian known for his influential works on modern British political and social history, including studies of the Labour Party, feminism, and interwar politics.
  • 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: Piers Fletcher
Triple: [QI, executiveProducer, Piers Fletcher]
Generated description
Piers Fletcher is a British television producer best known for serving as the executive producer of the comedy quiz show "QI."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Piers Fletcher
Target entity description: Piers Fletcher is a British television producer best known for serving as the executive producer of the comedy quiz show "QI."
  • A. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • B. Piers Haggard
    Piers Haggard was a British film and television director best known for his work in horror and drama, including the cult classic "The Blood on Satan's Claw" and episodes of influential UK TV series.
  • C. Paul Givan
    Paul Givan is a Democratic Unionist Party politician who served as First Minister of Northern Ireland.
  • D. Clive Franks
    Clive Franks is a British record producer and audio engineer best known for his long-term collaboration with Elton John on numerous classic albums and hit singles.
  • E. Martin Pugh
    Martin Pugh is a British historian known for his influential works on modern British political and social history, including studies of the Labour Party, feminism, and interwar politics.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527793c588190bfe3a5261eb7f919 completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9988fca088190b13b651985677a6a completed April 11, 2026, 12:40 a.m.
NEDg Description generation batch_69d99e8312188190bec3090f34a7b9b9 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69d99f50e0888190b8e7b2547e1526af completed April 11, 2026, 1:09 a.m.
Created at: April 6, 2026, 12:40 p.m.