Triple

T18205732
Position Surface form Disambiguated ID Type / Status
Subject Leominster, Herefordshire, England E435895 entity
Predicate hasConservationArea P855 FINISHED
Object Leominster town centre conservation area — NE NERFINISHED

How this triple was built (3 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: Leominster town centre conservation area | Statement: [Leominster, Herefordshire, England, hasConservationArea, Leominster town centre conservation area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leominster town centre conservation area
Context triple: [Leominster, Herefordshire, England, hasConservationArea, Leominster town centre conservation area]
  • A. Leominster Center Historic District
    Leominster Center Historic District is a designated historic area in downtown Leominster, Massachusetts, known for its preserved 19th- and early 20th-century commercial and civic architecture.
  • B. Marlborough town centre conservation area
    Marlborough town centre conservation area is a designated historic core of the market town of Marlborough in Wiltshire, recognised for its architectural and heritage significance.
  • C. Bingham town centre conservation area
    Bingham town centre conservation area is a designated historic district in Bingham, Nottinghamshire, recognised for preserving the town’s traditional architectural character and heritage.
  • D. Northleach town centre conservation area
    Northleach town centre conservation area is a designated historic core of the Cotswold market town of Northleach, recognised for its traditional stone buildings, medieval street pattern, and architectural and historic character.
  • E. Buxton town centre conservation area
    Buxton town centre conservation area is a designated historic district in Buxton, Derbyshire, recognised for its significant architectural heritage and preserved townscape.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leominster town centre conservation area
Target entity description: Leominster town centre conservation area is a designated historic district protecting the architectural and heritage character of Leominster’s central streets and buildings.
  • A. Leominster Center Historic District
    Leominster Center Historic District is a designated historic area in downtown Leominster, Massachusetts, known for its preserved 19th- and early 20th-century commercial and civic architecture.
  • B. Marlborough town centre conservation area
    Marlborough town centre conservation area is a designated historic core of the market town of Marlborough in Wiltshire, recognised for its architectural and heritage significance.
  • C. Bingham town centre conservation area
    Bingham town centre conservation area is a designated historic district in Bingham, Nottinghamshire, recognised for preserving the town’s traditional architectural character and heritage.
  • D. Northleach town centre conservation area
    Northleach town centre conservation area is a designated historic core of the Cotswold market town of Northleach, recognised for its traditional stone buildings, medieval street pattern, and architectural and historic character.
  • E. Buxton town centre conservation area
    Buxton town centre conservation area is a designated historic district in Buxton, Derbyshire, recognised for its significant architectural heritage and preserved townscape.
  • F. None of above. chosen

Provenance (2 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2234b988190bbe2c2164d61f65f completed April 19, 2026, 2:09 p.m.
Created at: April 10, 2026, 10:32 a.m.