Triple
T17372404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Staffordshire Railway |
E422348
|
entity |
| Predicate | hasMainStation |
P1071
|
FINISHED |
| Object | Hoar Cross railway station |
—
|
NE ONNED1 |
How this triple was built (3 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: Hoar Cross railway station | Statement: [North Staffordshire Railway, hasMainStation, Hoar Cross railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hoar Cross railway station Context triple: [North Staffordshire Railway, hasMainStation, Hoar Cross railway station]
-
A.
Longcross railway station
Longcross railway station is a small commuter rail stop in Surrey, England, serving the village of Longcross and nearby developments on the line between London Waterloo and Reading.
-
B.
Starcross railway station
Starcross railway station is a small coastal stop on the main Exeter–Paignton rail route in Devon, England, known for its scenic estuary setting and role in local and regional commuter services.
-
C.
Harmans Cross railway station
Harmans Cross railway station is a heritage railway stop on the preserved Swanage Railway in Dorset, England, serving the village of Harman’s Cross.
-
D.
Crowle railway station
Crowle railway station is a small rural train stop in North Lincolnshire, England, serving the town of Crowle on the line between Doncaster and Scunthorpe.
-
E.
Cardross railway station
Cardross railway station is a small suburban rail stop in the village of Cardross, Argyll and Bute, Scotland, serving local and regional passenger services on the North Clyde Line.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hoar Cross railway station Target entity description: Hoar Cross railway station was a former rural stop on the North Staffordshire Railway network in Staffordshire, England.
-
A.
Longcross railway station
Longcross railway station is a small commuter rail stop in Surrey, England, serving the village of Longcross and nearby developments on the line between London Waterloo and Reading.
-
B.
Starcross railway station
Starcross railway station is a small coastal stop on the main Exeter–Paignton rail route in Devon, England, known for its scenic estuary setting and role in local and regional commuter services.
-
C.
Harmans Cross railway station
Harmans Cross railway station is a heritage railway stop on the preserved Swanage Railway in Dorset, England, serving the village of Harman’s Cross.
-
D.
Crowle railway station
Crowle railway station is a small rural train stop in North Lincolnshire, England, serving the town of Crowle on the line between Doncaster and Scunthorpe.
-
E.
Cardross railway station
Cardross railway station is a small suburban rail stop in the village of Cardross, Argyll and Bute, Scotland, serving local and regional passenger services on the North Clyde Line.
- F. None of above. chosen
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_69d889d6535c81908be333c01deaec4e |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a69d93c81908ce2d909857a3a11 |
completed | April 19, 2026, 2:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019568a27c8190af1bbe6db75f3e6f |
in_progress | May 11, 2026, 8:38 a.m. |
Created at: April 10, 2026, 5:44 a.m.