Triple
T17372359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Staffordshire Railway |
E422348
|
entity |
| Predicate | hasMainStation |
P1071
|
FINISHED |
| Object | Kingsley and Froghall 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: Kingsley and Froghall railway station | Statement: [North Staffordshire Railway, hasMainStation, Kingsley and Froghall railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kingsley and Froghall railway station Context triple: [North Staffordshire Railway, hasMainStation, Kingsley and Froghall railway station]
-
A.
Kingswood railway station
Kingswood railway station is a suburban railway stop in Surrey, England, serving the village of Kingswood on the Tattenham Corner line into London.
-
B.
Kearsley railway station
Kearsley railway station is a local rail stop in Greater Manchester, England, serving the town of Kearsley on the route between Manchester and Bolton.
-
C.
Finstock railway station
Finstock railway station is a small rural stop on the Cotswold Line in Oxfordshire, England, serving the village of Finstock with limited passenger services.
-
D.
Kingham railway station
Kingham railway station is a rural train station in Oxfordshire, England, serving the village of Kingham and surrounding Cotswold communities on the Cotswold Line.
-
E.
Hall Road railway station
Hall Road railway station is a suburban rail stop on Merseyrail’s Northern Line in Sefton, England, serving the residential area near Crosby Beach and providing commuter links to Liverpool and surrounding towns.
- 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: Kingsley and Froghall railway station Target entity description: Kingsley and Froghall railway station is a preserved heritage railway station in Staffordshire, England, serving as a key stop on the Churnet Valley Railway.
-
A.
Kingswood railway station
Kingswood railway station is a suburban railway stop in Surrey, England, serving the village of Kingswood on the Tattenham Corner line into London.
-
B.
Kearsley railway station
Kearsley railway station is a local rail stop in Greater Manchester, England, serving the town of Kearsley on the route between Manchester and Bolton.
-
C.
Finstock railway station
Finstock railway station is a small rural stop on the Cotswold Line in Oxfordshire, England, serving the village of Finstock with limited passenger services.
-
D.
Kingham railway station
Kingham railway station is a rural train station in Oxfordshire, England, serving the village of Kingham and surrounding Cotswold communities on the Cotswold Line.
-
E.
Hall Road railway station
Hall Road railway station is a suburban rail stop on Merseyrail’s Northern Line in Sefton, England, serving the residential area near Crosby Beach and providing commuter links to Liverpool and surrounding towns.
- 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.