Triple
T4418401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern |
E95034
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object | Great Malvern railway station |
E296661
|
NE FINISHED |
How this triple was built (2 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: Great Malvern railway station | Statement: [Malvern, hasRailwayStation, Great Malvern railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Great Malvern railway station Context triple: [Malvern, hasRailwayStation, Great Malvern railway station]
-
A.
Great Malvern railway station
chosen
Great Malvern railway station is a historic train station in Worcestershire, England, known for its Victorian architecture and serving the town of Great Malvern on the Cotswold Line.
-
B.
Warminster station
Warminster station is a SEPTA Regional Rail terminal in Warminster, Pennsylvania, serving as the northern endpoint of commuter rail service to and from central Philadelphia.
-
C.
Malvern Link railway station
Malvern Link railway station is a suburban railway station serving the Malvern Link area of Great Malvern in Worcestershire, England, on the line between Worcester and Hereford.
-
D.
Moreton-in-Marsh railway station
Moreton-in-Marsh railway station is a Cotswold Line station in Gloucestershire, England, providing regional and intercity rail services and acting as a key transport hub for nearby towns and villages.
-
E.
Stroud railway station
Stroud railway station is a regional train station in Stroud, Gloucestershire, England, providing passenger rail services on the line between London and the West Country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3551e7c6c819090fa5dfb5ac58e4c |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f61fa6d88190b98810b542835817 |
completed | March 14, 2026, 11:58 p.m. |
Created at: March 12, 2026, 11:29 p.m.