Triple
T8892338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough |
E211708
|
entity |
| Predicate | nearRailwayStation |
P31869
|
FINISHED |
| Object |
Pewsey railway station
Pewsey railway station is a rural railway station in Wiltshire, England, serving the village of Pewsey and surrounding areas on the Reading–Taunton line.
|
E765051
|
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: Pewsey railway station | Statement: [Marlborough, nearRailwayStation, Pewsey railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pewsey railway station Context triple: [Marlborough, nearRailwayStation, Pewsey railway station]
-
A.
Sherborne railway station
Sherborne railway station is a regional rail stop in Dorset, England, serving the town of Sherborne on the main line between London Waterloo and Exeter.
-
B.
Pulborough railway station
Pulborough railway station is a small rural stop on the Arun Valley Line in West Sussex, England, providing local and regional rail services.
-
C.
Pangbourne railway station
Pangbourne railway station is a small commuter and regional rail stop in the village of Pangbourne, Berkshire, providing services on the Great Western Main Line between Reading and Didcot.
-
D.
Petersfield railway station
Petersfield railway station is a stop on the Portsmouth Direct Line in Hampshire, England, serving the market town of Petersfield with regular services between London Waterloo and Portsmouth.
-
E.
Penmere railway station
Penmere railway station is a small suburban stop on the Maritime Line serving the town of Falmouth in Cornwall, England.
- 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: Pewsey railway station Triple: [Marlborough, nearRailwayStation, Pewsey railway station]
Generated description
Pewsey railway station is a rural railway station in Wiltshire, England, serving the village of Pewsey and surrounding areas on the Reading–Taunton line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pewsey railway station Target entity description: Pewsey railway station is a rural railway station in Wiltshire, England, serving the village of Pewsey and surrounding areas on the Reading–Taunton line.
-
A.
Sherborne railway station
Sherborne railway station is a regional rail stop in Dorset, England, serving the town of Sherborne on the main line between London Waterloo and Exeter.
-
B.
Pulborough railway station
Pulborough railway station is a small rural stop on the Arun Valley Line in West Sussex, England, providing local and regional rail services.
-
C.
Pangbourne railway station
Pangbourne railway station is a small commuter and regional rail stop in the village of Pangbourne, Berkshire, providing services on the Great Western Main Line between Reading and Didcot.
-
D.
Petersfield railway station
Petersfield railway station is a stop on the Portsmouth Direct Line in Hampshire, England, serving the market town of Petersfield with regular services between London Waterloo and Portsmouth.
-
E.
Penmere railway station
Penmere railway station is a small suburban stop on the Maritime Line serving the town of Falmouth in Cornwall, England.
- 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_69ca83907954819096d52a245b635841 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc61bb46c881909e579bb1926e5204 |
completed | April 1, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfabf795b08190bb4c45d6ede3b8b4 |
completed | April 3, 2026, noon |
| NEDg | Description generation | batch_69cfad1782848190ae3d9f6f53803adc |
completed | April 3, 2026, 12:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfadf4c1fc81908df957dc0a6308dc |
completed | April 3, 2026, 12:09 p.m. |
Created at: March 30, 2026, 6:54 p.m.