Triple

T8016446
Position Surface form Disambiguated ID Type / Status
Subject Marlborough, Wiltshire E186628 entity
Predicate hasConservationArea P855 FINISHED
Object 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.
 E707599 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: Marlborough town centre conservation area | Statement: [Marlborough, Wiltshire, hasConservationArea, Marlborough town centre conservation area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marlborough town centre conservation area
Context triple: [Marlborough, Wiltshire, hasConservationArea, Marlborough town centre conservation area]
  • A. Marlborough Center Historic District
    Marlborough Center Historic District is a designated historic area in downtown Marlborough, Massachusetts, known for its preserved 19th- and early 20th-century commercial and civic architecture.
  • B. Milford Hill Conservation Area
    Milford Hill Conservation Area is a designated historic and architectural district in Salisbury, England, known for its characterful residential streets and preserved heritage buildings.
  • C. Milverton Conservation Area
    Milverton Conservation Area is a designated historic zone in the village of Milverton, Somerset, England, recognized for its architectural and heritage significance.
  • D. Bemerton Conservation Area
    Bemerton Conservation Area is a protected historic district in the Bemerton suburb of Salisbury, England, recognized for its architectural and environmental heritage.
  • E. Salisbury City Centre Conservation Area
    Salisbury City Centre Conservation Area is a protected historic district in the heart of Salisbury, England, known for its medieval street pattern, heritage buildings, and distinctive urban character.
  • 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: Marlborough town centre conservation area
Triple: [Marlborough, Wiltshire, hasConservationArea, Marlborough town centre conservation area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marlborough town centre conservation area
Target entity description: 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.
  • A. Marlborough Center Historic District
    Marlborough Center Historic District is a designated historic area in downtown Marlborough, Massachusetts, known for its preserved 19th- and early 20th-century commercial and civic architecture.
  • B. Milford Hill Conservation Area
    Milford Hill Conservation Area is a designated historic and architectural district in Salisbury, England, known for its characterful residential streets and preserved heritage buildings.
  • C. Milverton Conservation Area
    Milverton Conservation Area is a designated historic zone in the village of Milverton, Somerset, England, recognized for its architectural and heritage significance.
  • D. Bemerton Conservation Area
    Bemerton Conservation Area is a protected historic district in the Bemerton suburb of Salisbury, England, recognized for its architectural and environmental heritage.
  • E. Salisbury City Centre Conservation Area
    Salisbury City Centre Conservation Area is a protected historic district in the heart of Salisbury, England, known for its medieval street pattern, heritage buildings, and distinctive urban character.
  • 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3df37a00819088780e5461bc5b41 completed March 31, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56ba88b88190ad279d79d7f0ffd7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58a9e94081908980e2c60be38642 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:20 p.m.