Triple
T1374331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midlothian |
E30185
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Shawfair railway station
Shawfair railway station is a modern rail stop serving the village of Shawfair and surrounding communities in Midlothian, Scotland, on the Borders Railway line.
|
E158188
|
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: Shawfair railway station | Statement: [Midlothian, contains, Shawfair railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shawfair railway station Context triple: [Midlothian, contains, Shawfair railway station]
-
A.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
-
B.
Motherwell railway station
Motherwell railway station is a major rail hub in North Lanarkshire, Scotland, providing regional and long-distance services on key routes including the West Coast Main Line.
-
C.
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.
-
D.
Glencairn station
Glencairn station is a subway station on Toronto’s Line 1 Yonge–University, serving the Glen Park neighborhood in the city’s north end.
-
E.
Stonehaven railway station
Stonehaven railway station is a key stop on Scotland’s east coast rail network, serving the town of Stonehaven with regular regional and intercity services between major cities such as Aberdeen and Edinburgh.
- 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: Shawfair railway station Triple: [Midlothian, contains, Shawfair railway station]
Generated description
Shawfair railway station is a modern rail stop serving the village of Shawfair and surrounding communities in Midlothian, Scotland, on the Borders Railway line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shawfair railway station Target entity description: Shawfair railway station is a modern rail stop serving the village of Shawfair and surrounding communities in Midlothian, Scotland, on the Borders Railway line.
-
A.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
-
B.
Motherwell railway station
Motherwell railway station is a major rail hub in North Lanarkshire, Scotland, providing regional and long-distance services on key routes including the West Coast Main Line.
-
C.
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.
-
D.
Glencairn station
Glencairn station is a subway station on Toronto’s Line 1 Yonge–University, serving the Glen Park neighborhood in the city’s north end.
-
E.
Stonehaven railway station
Stonehaven railway station is a key stop on Scotland’s east coast rail network, serving the town of Stonehaven with regular regional and intercity services between major cities such as Aberdeen and Edinburgh.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f660888190bc9240e0dc4f0aa3 |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd48397c88190b5be985bf92d47b8 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd4efb73881908dda4973befc6aa5 |
completed | March 8, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd56ef0b081909df2efee97a4197c |
completed | March 8, 2026, 1:48 a.m. |
Created at: March 1, 2026, 7:57 p.m.