Triple
T1497241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Lothian |
E29712
|
entity |
| Predicate | hasRailStation |
P726
|
FINISHED |
| Object |
Fauldhouse railway station
Fauldhouse railway station is a small passenger railway stop serving the village of Fauldhouse in West Lothian, Scotland, on the Shotts Line between Glasgow and Edinburgh.
|
E171575
|
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: Fauldhouse railway station | Statement: [West Lothian, hasRailStation, Fauldhouse railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fauldhouse railway station Context triple: [West Lothian, hasRailStation, Fauldhouse 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.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
-
C.
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.
-
D.
Musselburgh railway station
Musselburgh railway station is a key suburban rail stop serving the town of Musselburgh and providing regular commuter services into Edinburgh.
-
E.
Falkirk High railway station
Falkirk High railway station is a key rail stop on the main Edinburgh–Glasgow line, serving the town of Falkirk in central Scotland.
- 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: Fauldhouse railway station Triple: [West Lothian, hasRailStation, Fauldhouse railway station]
Generated description
Fauldhouse railway station is a small passenger railway stop serving the village of Fauldhouse in West Lothian, Scotland, on the Shotts Line between Glasgow and Edinburgh.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fauldhouse railway station Target entity description: Fauldhouse railway station is a small passenger railway stop serving the village of Fauldhouse in West Lothian, Scotland, on the Shotts Line between Glasgow and Edinburgh.
-
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.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
-
C.
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.
-
D.
Musselburgh railway station
Musselburgh railway station is a key suburban rail stop serving the town of Musselburgh and providing regular commuter services into Edinburgh.
-
E.
Falkirk High railway station
Falkirk High railway station is a key rail stop on the main Edinburgh–Glasgow line, serving the town of Falkirk in central Scotland.
- 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_69ad1caf8b288190b428cf903db2c107 |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1e3e8fd4819098de7b04e0fad4dc |
completed | March 8, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1eef24c88190a232d40aa4d2235b |
completed | March 8, 2026, 7:02 a.m. |
Created at: March 1, 2026, 8:12 p.m.