Triple
T7434465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armadale railway station |
E171574
|
entity |
| Predicate | precedingStationOnNorthClydeLineTowardsEdinburgh |
P66132
|
FINISHED |
| Object | Bathgate railway station |
E143105
|
NE FINISHED |
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: Bathgate railway station | Statement: [Armadale railway station, precedingStationOnNorthClydeLineTowardsEdinburgh, Bathgate railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bathgate railway station Context triple: [Armadale railway station, precedingStationOnNorthClydeLineTowardsEdinburgh, Bathgate railway station]
-
A.
Bathgate railway station
chosen
Bathgate railway station is a key stop on the Edinburgh commuter rail network, serving the town of Bathgate in West Lothian, Scotland with regular regional and commuter services.
-
B.
Bath Spa railway station
Bath Spa railway station is the main railway station serving the historic city of Bath in Somerset, England, providing regional and long-distance rail connections.
-
C.
Padgate railway station
Padgate railway station is a small suburban rail stop serving the Padgate area of Warrington, England, on the line between Warrington and Manchester.
-
D.
Stonegate railway station
Stonegate railway station is a small rural stop in East Sussex, England, served by trains on the Tonbridge–Hastings line.
-
E.
Attenborough railway station
Attenborough railway station is a small suburban train station serving the village of Attenborough in Nottinghamshire, England, on the line between Nottingham and Derby.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precedingStationOnNorthClydeLineTowardsEdinburgh Context triple: [Armadale railway station, precedingStationOnNorthClydeLineTowardsEdinburgh, Bathgate railway station]
-
A.
previousStationOnLine1Northbound
Indicates that one station is immediately before another station when traveling northbound on line 1.
-
B.
adjacentStationOnNorthernLine
Indicates that one station is directly next to another station along the Northern Line, with no other stations in between.
-
C.
precedingStationOnBlueLine
Indicates that one station is immediately before another station along the Blue Line route.
-
D.
precedingStation
chosen
Indicates that one station is located immediately before another station in a route or sequence.
-
E.
nextStationEast
Indicates that one station is the immediate next station to the east of another station along a route or line.
- F. None of above.
Provenance (4 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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f327480481909c4691fd3333e2ae |
completed | March 27, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827829a848190afca7b5f79c51c7c |
completed | March 28, 2026, 7:09 p.m. |
| PD | Predicate disambiguation | batch_69c6f038582c8190bac77c9b5a34b862 |
completed | March 27, 2026, 9:01 p.m. |
Created at: March 27, 2026, 3:13 p.m.