Triple

T14216625
Position Surface form Disambiguated ID Type / Status
Subject Julie Hesmondhalgh E352368 entity
Predicate familyName P18 FINISHED
Object Hesmondhalgh
Hesmondhalgh is an English surname most notably borne by actress Julie Hesmondhalgh, known for her work in British television and theatre.
E1088673 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: Hesmondhalgh | Statement: [Julie Hesmondhalgh, familyName, Hesmondhalgh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hesmondhalgh
Context triple: [Julie Hesmondhalgh, familyName, Hesmondhalgh]
  • A. Fairclough
    Fairclough is a surname of English origin, often considered a variant of the name Faircloth.
  • B. Southam
    Southam is a small historic market town in Warwickshire, England, known for its medieval origins and location near the River Stowe.
  • C. Reith
    Reith is a Scottish surname most notably associated with John Reith, the pioneering first Director-General of the BBC.
  • D. Kemsley
    Kemsley is a residential suburb and industrial area on the northern edge of Sittingbourne in Kent, England.
  • E. Heseltine
    Heseltine is a surname most prominently associated with Michael Heseltine, a senior British Conservative politician and former Deputy Prime Minister.
  • 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: Hesmondhalgh
Triple: [Julie Hesmondhalgh, familyName, Hesmondhalgh]
Generated description
Hesmondhalgh is an English surname most notably borne by actress Julie Hesmondhalgh, known for her work in British television and theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hesmondhalgh
Target entity description: Hesmondhalgh is an English surname most notably borne by actress Julie Hesmondhalgh, known for her work in British television and theatre.
  • A. Fairclough
    Fairclough is a surname of English origin, often considered a variant of the name Faircloth.
  • B. Southam
    Southam is a small historic market town in Warwickshire, England, known for its medieval origins and location near the River Stowe.
  • C. Reith
    Reith is a Scottish surname most notably associated with John Reith, the pioneering first Director-General of the BBC.
  • D. Kemsley
    Kemsley is a residential suburb and industrial area on the northern edge of Sittingbourne in Kent, England.
  • E. Heseltine
    Heseltine is a surname most prominently associated with Michael Heseltine, a senior British Conservative politician and former Deputy Prime Minister.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6210213481908fac6893e8a9f143 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28101e1881909f7a6c0cc762204c completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b3ae0c0819089bdc277d66b20ae completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2f51a2cc81908b222a1830e2c8e4 completed May 8, 2026, 12:33 a.m.
Created at: April 10, 2026, 1:06 a.m.