Triple

T16116763
Position Surface form Disambiguated ID Type / Status
Subject Wotton Underwood E391021 entity
Predicate locatedNear P294 FINISHED
Object Ludgershall
Ludgershall is a village in Buckinghamshire, England, known for its rural character and historic parish setting near other small settlements like Wotton Underwood.
 E1194106 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: Ludgershall | Statement: [Wotton Underwood, locatedNear, Ludgershall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludgershall
Context triple: [Wotton Underwood, locatedNear, Ludgershall]
  • A. Ludgershall
    Ludgershall is a small historic town in Wiltshire, England, known for its medieval castle remains and rural setting near the Salisbury Plain.
  • B. Ludham
    Ludham is a village in the Norfolk Broads of eastern England, known for its waterways, traditional thatched buildings, and role as a popular boating and holiday destination.
  • C. Wadhurst
    Wadhurst is a rural village in East Sussex, England, known for its historic High Street, surrounding Wealden countryside, and role as a commuter community for nearby towns and London.
  • D. Shrivenham
    Shrivenham is a village in Oxfordshire, England, known for its historic high street, rural setting, and association with nearby military and academic institutions.
  • E. Grayshott
    Grayshott is a village in Hampshire, England, known as the birthplace of actor Colin Firth.
  • 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: Ludgershall
Triple: [Wotton Underwood, locatedNear, Ludgershall]
Generated description
Ludgershall is a village in Buckinghamshire, England, known for its rural character and historic parish setting near other small settlements like Wotton Underwood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludgershall
Target entity description: Ludgershall is a village in Buckinghamshire, England, known for its rural character and historic parish setting near other small settlements like Wotton Underwood.
  • A. Ludgershall
    Ludgershall is a small historic town in Wiltshire, England, known for its medieval castle remains and rural setting near the Salisbury Plain.
  • B. Ludham
    Ludham is a village in the Norfolk Broads of eastern England, known for its waterways, traditional thatched buildings, and role as a popular boating and holiday destination.
  • C. Wadhurst
    Wadhurst is a rural village in East Sussex, England, known for its historic High Street, surrounding Wealden countryside, and role as a commuter community for nearby towns and London.
  • D. Shrivenham
    Shrivenham is a village in Oxfordshire, England, known for its historic high street, rural setting, and association with nearby military and academic institutions.
  • E. Grayshott
    Grayshott is a village in Hampshire, England, known as the birthplace of actor Colin Firth.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2016b5c948190b0f1eccb97ee85cc completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffebab779c8190b466c26f4024aa31 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec4898088190bed531e33418c7e5 completed May 10, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffecce96508190a53f100e3207ebac completed May 10, 2026, 2:26 a.m.
Created at: April 10, 2026, 5 a.m.