Triple

T3318945
Position Surface form Disambiguated ID Type / Status
Subject The Cotswolds (UK Parliament constituency) E69746 entity
Predicate containsTown P847 FINISHED
Object Northleach
Northleach is a historic market town in Gloucestershire, England, known for its medieval wool trade heritage and picturesque Cotswold stone architecture.
E345957 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: Northleach | Statement: [The Cotswolds (UK Parliament constituency), containsTown, Northleach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northleach
Context triple: [The Cotswolds (UK Parliament constituency), containsTown, Northleach]
  • A. Glympton
    Glympton is a small rural village in Oxfordshire, England, known for its historic manor and traditional English countryside setting.
  • B. Wasdale
    Wasdale is a remote valley in England's Lake District, renowned for its dramatic mountain scenery, including England’s highest peak, Scafell Pike, and Wast Water, its deepest lake.
  • C. Crowland
    Crowland is a historic market town in the South Holland district of Lincolnshire, England, best known for its medieval abbey ruins and distinctive three-sided bridge.
  • D. Blagdon
    Blagdon is a rural village in North Somerset, England, known for its proximity to Blagdon Lake and the Mendip Hills.
  • E. Coryton
    Coryton is a suburban area and railway terminus in Cardiff, Wales, served by local commuter trains.
  • 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: Northleach
Triple: [The Cotswolds (UK Parliament constituency), containsTown, Northleach]
Generated description
Northleach is a historic market town in Gloucestershire, England, known for its medieval wool trade heritage and picturesque Cotswold stone architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northleach
Target entity description: Northleach is a historic market town in Gloucestershire, England, known for its medieval wool trade heritage and picturesque Cotswold stone architecture.
  • A. Glympton
    Glympton is a small rural village in Oxfordshire, England, known for its historic manor and traditional English countryside setting.
  • B. Wasdale
    Wasdale is a remote valley in England's Lake District, renowned for its dramatic mountain scenery, including England’s highest peak, Scafell Pike, and Wast Water, its deepest lake.
  • C. Crowland
    Crowland is a historic market town in the South Holland district of Lincolnshire, England, best known for its medieval abbey ruins and distinctive three-sided bridge.
  • D. Blagdon
    Blagdon is a rural village in North Somerset, England, known for its proximity to Blagdon Lake and the Mendip Hills.
  • E. Coryton
    Coryton is a suburban area and railway terminus in Cardiff, Wales, served by local commuter trains.
  • 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_69ad85a0bb048190a5458d2738012d61 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1151f3c8190911af4edac701116 completed March 8, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f40055a48190afe401a488d3ae34 completed March 12, 2026, 5:12 p.m.
NEDg Description generation batch_69b2fa0f9c348190a1d48003b96761a9 completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b3094548788190aac61165a982e5e9 completed March 12, 2026, 6:43 p.m.
Created at: March 8, 2026, 3:11 p.m.