Triple
T1497239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Lothian |
E29712
|
entity |
| Predicate | hasRailStation |
P726
|
FINISHED |
| Object |
Linlithgow railway station
Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
|
E181191
|
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: Linlithgow railway station | Statement: [West Lothian, hasRailStation, Linlithgow railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linlithgow railway station Context triple: [West Lothian, hasRailStation, Linlithgow railway station]
-
A.
Galashiels railway station
Galashiels railway station is a key stop on the Borders Railway in the Scottish Borders, providing regular commuter and regional rail services to and from Edinburgh.
-
B.
Inverkeithing railway station
Inverkeithing railway station is a key rail hub in Fife, Scotland, serving as an important interchange for services across the Fife Circle and routes to Edinburgh and beyond.
-
C.
Rosyth railway station
Rosyth railway station is a suburban rail stop in Fife, Scotland, serving the town of Rosyth on the Fife Circle Line.
-
D.
Falkirk Grahamston railway station
Falkirk Grahamston railway station is a central rail hub in the Scottish town of Falkirk, providing regional and intercity services on key routes between Glasgow, Edinburgh, and the north of Scotland.
-
E.
Stirling railway station
Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
- 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: Linlithgow railway station Triple: [West Lothian, hasRailStation, Linlithgow railway station]
Generated description
Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linlithgow railway station Target entity description: Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
-
A.
Galashiels railway station
Galashiels railway station is a key stop on the Borders Railway in the Scottish Borders, providing regular commuter and regional rail services to and from Edinburgh.
-
B.
Inverkeithing railway station
Inverkeithing railway station is a key rail hub in Fife, Scotland, serving as an important interchange for services across the Fife Circle and routes to Edinburgh and beyond.
-
C.
Rosyth railway station
Rosyth railway station is a suburban rail stop in Fife, Scotland, serving the town of Rosyth on the Fife Circle Line.
-
D.
Falkirk Grahamston railway station
Falkirk Grahamston railway station is a central rail hub in the Scottish town of Falkirk, providing regional and intercity services on key routes between Glasgow, Edinburgh, and the north of Scotland.
-
E.
Stirling railway station
Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
- 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_69a498dba1d8819093b46a3a8d2485f1 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6edca248190a90205799b270058 |
completed | March 1, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad468a1e088190b9f4acea4ad506b4 |
completed | March 8, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_69ad481c9f1c8190a42eb5a8e98d2844 |
completed | March 8, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad487f5ce08190a72efddc64bd496c |
completed | March 8, 2026, 9:59 a.m. |
Created at: March 1, 2026, 8:12 p.m.