Triple
T17372356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Staffordshire Railway |
E422348
|
entity |
| Predicate | hasMainStation |
P1071
|
FINISHED |
| Object |
Cheadle railway station
Cheadle railway station was a former passenger station in Cheadle, Staffordshire, England, historically serving as a local terminus on the North Staffordshire Railway network.
|
E1265410
|
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: Cheadle railway station | Statement: [North Staffordshire Railway, hasMainStation, Cheadle railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheadle railway station Context triple: [North Staffordshire Railway, hasMainStation, Cheadle railway station]
-
A.
Cheadle Hulme railway station
Cheadle Hulme railway station is a suburban rail station in Greater Manchester, England, serving the Cheadle Hulme area with regional and commuter services.
-
B.
Keele station
Keele station is a subway station in Toronto, Ontario, serving the Bloor–Danforth line of the Toronto Transit Commission (TTC).
-
C.
Crewe railway station
Crewe railway station is a major railway junction in Cheshire, England, serving as a key hub on the West Coast Main Line and an important interchange for services across the UK rail network.
-
D.
Cannock railway station
Cannock railway station is a local rail stop in Cannock, Staffordshire, England, providing passenger services on the Chase Line between Birmingham and Rugeley.
-
E.
Chorleywood railway station
Chorleywood railway station is a suburban rail and London Underground station in Hertfordshire, England, serving the village of Chorleywood on the Metropolitan line and Chiltern Railways routes.
- 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: Cheadle railway station Triple: [North Staffordshire Railway, hasMainStation, Cheadle railway station]
Generated description
Cheadle railway station was a former passenger station in Cheadle, Staffordshire, England, historically serving as a local terminus on the North Staffordshire Railway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheadle railway station Target entity description: Cheadle railway station was a former passenger station in Cheadle, Staffordshire, England, historically serving as a local terminus on the North Staffordshire Railway network.
-
A.
Cheadle Hulme railway station
Cheadle Hulme railway station is a suburban rail station in Greater Manchester, England, serving the Cheadle Hulme area with regional and commuter services.
-
B.
Keele station
Keele station is a subway station in Toronto, Ontario, serving the Bloor–Danforth line of the Toronto Transit Commission (TTC).
-
C.
Crewe railway station
Crewe railway station is a major railway junction in Cheshire, England, serving as a key hub on the West Coast Main Line and an important interchange for services across the UK rail network.
-
D.
Cannock railway station
Cannock railway station is a local rail stop in Cannock, Staffordshire, England, providing passenger services on the Chase Line between Birmingham and Rugeley.
-
E.
Chorleywood railway station
Chorleywood railway station is a suburban rail and London Underground station in Hertfordshire, England, serving the village of Chorleywood on the Metropolitan line and Chiltern Railways routes.
- 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_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 |
completed | May 11, 2026, 8:38 a.m. |
| NEDg | Description generation | batch_6a019b7b645c819087040b18ee447321 |
completed | May 11, 2026, 9:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a019c8392d8819098317ff88a5c6e06 |
completed | May 11, 2026, 9:08 a.m. |
Created at: April 10, 2026, 5:44 a.m.