Triple

T932453
Position Surface form Disambiguated ID Type / Status
Subject Tidworth E20122 entity
Predicate hasNearbyVillage P4647 FINISHED
Object Ludgershall
Ludgershall is a small historic town in Wiltshire, England, known for its medieval castle remains and rural setting near the Salisbury Plain.
 E151416 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: [Tidworth, hasNearbyVillage, Ludgershall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludgershall
Context triple: [Tidworth, hasNearbyVillage, Ludgershall]
  • A. Grayshott
    Grayshott is a village in Hampshire, England, known as the birthplace of actor Colin Firth.
  • B. Shardlow
    Shardlow is a historic village in Derbyshire, England, known for its canal heritage and role as an important inland port during the industrial era.
  • C. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • D. Windlesham
    Windlesham is a village and civil parish in the Surrey Heath district of Surrey, England, known for its affluent residential character and leafy surroundings.
  • E. Wormleighton
    Wormleighton is an English village and historic estate in Warwickshire that served as an ancestral seat of the aristocratic Spencer family.
  • 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: [Tidworth, hasNearbyVillage, Ludgershall]
Generated description
Ludgershall is a small historic town in Wiltshire, England, known for its medieval castle remains and rural setting near the Salisbury Plain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludgershall
Target entity description: Ludgershall is a small historic town in Wiltshire, England, known for its medieval castle remains and rural setting near the Salisbury Plain.
  • A. Grayshott
    Grayshott is a village in Hampshire, England, known as the birthplace of actor Colin Firth.
  • B. Shardlow
    Shardlow is a historic village in Derbyshire, England, known for its canal heritage and role as an important inland port during the industrial era.
  • C. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • D. Windlesham
    Windlesham is a village and civil parish in the Surrey Heath district of Surrey, England, known for its affluent residential character and leafy surroundings.
  • E. Wormleighton
    Wormleighton is an English village and historic estate in Warwickshire that served as an ancestral seat of the aristocratic Spencer family.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b34c457c819085cbfa0c798cb4c6 completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf0949c481908868bd27eeb964b4 completed March 8, 2026, 12:12 a.m.
NEDg Description generation batch_69acbfdaaa548190a9b8d74bf1651df1 completed March 8, 2026, 12:16 a.m.
NED2 Entity disambiguation (via description) batch_69acc04ff3bc819083df91a13ea63679 completed March 8, 2026, 12:18 a.m.
Created at: March 1, 2026, 7:40 p.m.