Triple

T17591013
Position Surface form Disambiguated ID Type / Status
Subject Sir Mark Byford E428446 entity
Predicate name P16 FINISHED
Object Mark Julian Byford
Mark Julian Byford is a British media executive best known for serving as Deputy Director-General of the BBC.
 E1277003 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: Mark Julian Byford | Statement: [Sir Mark Byford, name, Mark Julian Byford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Julian Byford
Context triple: [Sir Mark Byford, name, Mark Julian Byford]
  • A. Martin Boddey
    Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
  • B. Bruce Fowle
    Bruce Fowle is an American architect and co-founder of the firm FXFOWLE (now FXCollaborative), known for his work on prominent sustainable and high-rise buildings in New York City.
  • C. Paul Kennerley
    Paul Kennerley is an English singer-songwriter and record producer best known for his country music concept albums and collaborations with Emmylou Harris.
  • D. Paul Deakin
    Paul Deakin is an American drummer best known as a co-founder and longtime member of the country-rock band The Mavericks.
  • E. Ben Jolliffe
    Ben Jolliffe is an English drummer best known for his work with the alternative rock band Young Guns.
  • 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: Mark Julian Byford
Triple: [Sir Mark Byford, name, Mark Julian Byford]
Generated description
Mark Julian Byford is a British media executive best known for serving as Deputy Director-General of the BBC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Julian Byford
Target entity description: Mark Julian Byford is a British media executive best known for serving as Deputy Director-General of the BBC.
  • A. Martin Boddey
    Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
  • B. Bruce Fowle
    Bruce Fowle is an American architect and co-founder of the firm FXFOWLE (now FXCollaborative), known for his work on prominent sustainable and high-rise buildings in New York City.
  • C. Paul Kennerley
    Paul Kennerley is an English singer-songwriter and record producer best known for his country music concept albums and collaborations with Emmylou Harris.
  • D. Paul Deakin
    Paul Deakin is an American drummer best known as a co-founder and longtime member of the country-rock band The Mavericks.
  • E. Ben Jolliffe
    Ben Jolliffe is an English drummer best known for his work with the alternative rock band Young Guns.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e469e6e3888190b73a5b6d7e8c0a55 completed April 19, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddf59fd881909bb89d4e4d173094 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01e3373b408190a507a4aba1a74a8f completed May 11, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_6a01e3b1bcb481908b43099705a728f3 completed May 11, 2026, 2:12 p.m.
Created at: April 10, 2026, 5:51 a.m.