Triple

T2310994
Position Surface form Disambiguated ID Type / Status
Subject Preston North End F.C. E51955 entity
Predicate chairman P377 FINISHED
Object Craig Hemmings
Craig Hemmings is a British football executive best known for serving as chairman of Preston North End Football Club.
E256537 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: Craig Hemmings | Statement: [Preston North End F.C., chairman, Craig Hemmings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Craig Hemmings
Context triple: [Preston North End F.C., chairman, Craig Hemmings]
  • A. Peter Mathieson
    Peter Mathieson is a British nephrologist and academic leader who has served as principal and vice-chancellor of major universities, including the University of Edinburgh and the University of Hong Kong.
  • B. Ian Bryce
    Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
  • C. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • D. Ian Keith
    Ian Keith was an American character actor of stage and screen, active from the silent era through the mid-20th century, known for his versatile supporting roles in numerous Hollywood films.
  • E. Neale Hanvey
    Neale Hanvey is a Scottish politician who has served as the Member of Parliament for the Kirkcaldy and Cowdenbeath constituency.
  • 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: Craig Hemmings
Triple: [Preston North End F.C., chairman, Craig Hemmings]
Generated description
Craig Hemmings is a British football executive best known for serving as chairman of Preston North End Football Club.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Craig Hemmings
Target entity description: Craig Hemmings is a British football executive best known for serving as chairman of Preston North End Football Club.
  • A. Peter Mathieson
    Peter Mathieson is a British nephrologist and academic leader who has served as principal and vice-chancellor of major universities, including the University of Edinburgh and the University of Hong Kong.
  • B. Ian Bryce
    Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
  • C. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • D. Ian Keith
    Ian Keith was an American character actor of stage and screen, active from the silent era through the mid-20th century, known for his versatile supporting roles in numerous Hollywood films.
  • E. Neale Hanvey
    Neale Hanvey is a Scottish politician who has served as the Member of Parliament for the Kirkcaldy and Cowdenbeath constituency.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc6188c2481908054887527c633fe completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895c95388190848f592fc5d48ec6 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8e9193808190a29ed60d74065088 completed March 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae8f373c80819095b93a7fecbd788b completed March 9, 2026, 9:13 a.m.
Created at: March 4, 2026, 7:49 p.m.