Triple

T5314535
Position Surface form Disambiguated ID Type / Status
Subject William Beveridge E119114 entity
Predicate familyName P18 FINISHED
Object Beveridge
Beveridge is a Scottish-origin surname most notably associated with economist and social reformer William Beveridge, whose work shaped the modern welfare state.
 E510412 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: Beveridge | Statement: [William Beveridge, familyName, Beveridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beveridge
Context triple: [William Beveridge, familyName, Beveridge]
  • A. Warburton
    Warburton is a surname of English origin borne by various notable individuals, including actors, athletes, and public figures.
  • B. Warburton
    Warburton is a village in Greater Manchester, England, known for its historic church, toll bridge over the River Mersey, and rural character.
  • C. Warburton
    Warburton is a small town in Victoria, Australia, known for its scenic forested setting in the Yarra Valley and popularity as a nature and weekend getaway destination.
  • D. Friston
    Friston is a small village and civil parish located in the county of Suffolk in eastern England.
  • E. Heywood
    Heywood is a town in Greater Manchester, England, historically part of Lancashire and known for its industrial heritage.
  • 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: Beveridge
Triple: [William Beveridge, familyName, Beveridge]
Generated description
Beveridge is a Scottish-origin surname most notably associated with economist and social reformer William Beveridge, whose work shaped the modern welfare state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beveridge
Target entity description: Beveridge is a Scottish-origin surname most notably associated with economist and social reformer William Beveridge, whose work shaped the modern welfare state.
  • A. Warburton
    Warburton is a surname of English origin borne by various notable individuals, including actors, athletes, and public figures.
  • B. Warburton
    Warburton is a village in Greater Manchester, England, known for its historic church, toll bridge over the River Mersey, and rural character.
  • C. Warburton
    Warburton is a small town in Victoria, Australia, known for its scenic forested setting in the Yarra Valley and popularity as a nature and weekend getaway destination.
  • D. Friston
    Friston is a small village and civil parish located in the county of Suffolk in eastern England.
  • E. Heywood
    Heywood is a town in Greater Manchester, England, historically part of Lancashire and known for its industrial heritage.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd854d947081909e51b27e40940580 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf110ad9688190aa74122adb8ee52d completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11a601c481908a8cb6ea2c04d6df completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf127799208190a47580ed7b9ad550 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:54 p.m.