Triple
T8892337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough |
E211708
|
entity |
| Predicate | nearRailwayStation |
P31869
|
FINISHED |
| Object |
Bedwyn railway station
Bedwyn railway station is a small rural train station in Wiltshire, England, serving the village of Great Bedwyn and surrounding areas on the line between London and the West Country.
|
E765050
|
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: Bedwyn railway station | Statement: [Marlborough, nearRailwayStation, Bedwyn railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bedwyn railway station Context triple: [Marlborough, nearRailwayStation, Bedwyn railway station]
-
A.
Bryn station
Bryn station is a metro station in Oslo, Norway, on the city’s rapid transit network.
-
B.
Holytown railway station
Holytown railway station is a small suburban rail stop in North Lanarkshire, Scotland, providing local and regional passenger services on the Argyle and Shotts lines.
-
C.
Bynea railway station
Bynea railway station is a small local stop in Carmarthenshire, Wales, serving the village of Bynea on the Heart of Wales Line.
-
D.
Heyington railway station
Heyington railway station is a suburban train station in Melbourne, Australia, serving the local community on the Glen Waverley line.
-
E.
Blackwater railway station
Blackwater railway station is a small commuter rail stop in Blackwater, Hampshire, England, serving local services on the North Downs Line between Reading and Gatwick Airport.
- 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: Bedwyn railway station Triple: [Marlborough, nearRailwayStation, Bedwyn railway station]
Generated description
Bedwyn railway station is a small rural train station in Wiltshire, England, serving the village of Great Bedwyn and surrounding areas on the line between London and the West Country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bedwyn railway station Target entity description: Bedwyn railway station is a small rural train station in Wiltshire, England, serving the village of Great Bedwyn and surrounding areas on the line between London and the West Country.
-
A.
Bryn station
Bryn station is a metro station in Oslo, Norway, on the city’s rapid transit network.
-
B.
Holytown railway station
Holytown railway station is a small suburban rail stop in North Lanarkshire, Scotland, providing local and regional passenger services on the Argyle and Shotts lines.
-
C.
Bynea railway station
Bynea railway station is a small local stop in Carmarthenshire, Wales, serving the village of Bynea on the Heart of Wales Line.
-
D.
Heyington railway station
Heyington railway station is a suburban train station in Melbourne, Australia, serving the local community on the Glen Waverley line.
-
E.
Blackwater railway station
Blackwater railway station is a small commuter rail stop in Blackwater, Hampshire, England, serving local services on the North Downs Line between Reading and Gatwick Airport.
- 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.