Triple
T13834119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampthill |
E332478
|
entity |
| Predicate | hasConservationArea |
P855
|
FINISHED |
| Object |
Ampthill town centre conservation area
Ampthill town centre conservation area is a designated historic district in Ampthill, Bedfordshire, protecting the town’s traditional core, architecture, and streetscape.
|
E1064578
|
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: Ampthill town centre conservation area | Statement: [Ampthill, hasConservationArea, Ampthill town centre conservation area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ampthill town centre conservation area Context triple: [Ampthill, hasConservationArea, Ampthill town centre conservation area]
-
A.
Old Amersham Conservation Area
Old Amersham Conservation Area is a historically significant district in the old market town of Amersham, noted for its preserved medieval and Georgian architecture and traditional streetscape.
-
B.
Farnham town centre conservation area
Farnham town centre conservation area is a protected historic core of the Surrey market town of Farnham, noted for its traditional architecture, heritage buildings, and distinctive streetscape.
-
C.
Sydenham Thorpes Conservation Area
Sydenham Thorpes Conservation Area is a designated heritage zone in Sydenham, London, recognised for its historically and architecturally significant residential streets and townscape character.
-
D.
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.
-
E.
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.
- 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: Ampthill town centre conservation area Triple: [Ampthill, hasConservationArea, Ampthill town centre conservation area]
Generated description
Ampthill town centre conservation area is a designated historic district in Ampthill, Bedfordshire, protecting the town’s traditional core, architecture, and streetscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ampthill town centre conservation area Target entity description: Ampthill town centre conservation area is a designated historic district in Ampthill, Bedfordshire, protecting the town’s traditional core, architecture, and streetscape.
-
A.
Old Amersham Conservation Area
Old Amersham Conservation Area is a historically significant district in the old market town of Amersham, noted for its preserved medieval and Georgian architecture and traditional streetscape.
-
B.
Farnham town centre conservation area
Farnham town centre conservation area is a protected historic core of the Surrey market town of Farnham, noted for its traditional architecture, heritage buildings, and distinctive streetscape.
-
C.
Sydenham Thorpes Conservation Area
Sydenham Thorpes Conservation Area is a designated heritage zone in Sydenham, London, recognised for its historically and architecturally significant residential streets and townscape character.
-
D.
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.
-
E.
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.
- 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_69d81c5ae7c88190b0dd41bdafeb5999 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de029a34bc8190ae892ef7b09fc9e9 |
completed | April 14, 2026, 9:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b8f234888190bd9d5d403b236105 |
completed | May 3, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69f7bd0cc860819083f887b4049e2359 |
completed | May 3, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7bd86c56c819093491c7f1ff61e74 |
completed | May 3, 2026, 9:26 p.m. |
Created at: April 9, 2026, 10:13 p.m.