Triple
T21564933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ScotRail Class 385 |
E532137
|
entity |
| Predicate | route |
P5619
|
FINISHED |
| Object |
Glasgow–Stirling–Alloa
Glasgow–Stirling–Alloa is a central Scotland railway corridor linking Glasgow with the cities of Stirling and Alloa, serving as a key commuter and regional passenger route.
|
E1491166
|
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: Glasgow–Stirling–Alloa | Statement: [ScotRail Class 385, route, Glasgow–Stirling–Alloa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Glasgow–Stirling–Alloa Context triple: [ScotRail Class 385, route, Glasgow–Stirling–Alloa]
-
A.
Glasgow and Greenock
Glasgow and Greenock are two towns in western Scotland historically linked by major transport routes and maritime trade along the River Clyde.
-
B.
Glasgow–Inverness
Glasgow–Inverness is a major inter-city rail route in Scotland linking the country’s largest city, Glasgow, with the Highland city of Inverness through central and Highland landscapes.
-
C.
Stirling and Falkirk
Stirling and Falkirk is a lieutenancy area in central Scotland that encompasses the historic towns and surrounding regions of Stirling and Falkirk.
-
D.
Glasgow North East
Glasgow North East is a parliamentary constituency in the city of Glasgow, Scotland, represented in the UK House of Commons.
-
E.
Airdrie and Shotts
Airdrie and Shotts is a UK parliamentary constituency in North Lanarkshire, Scotland, covering the town of Airdrie, the area around Shotts, and several surrounding communities.
- 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: Glasgow–Stirling–Alloa Triple: [ScotRail Class 385, route, Glasgow–Stirling–Alloa]
Generated description
Glasgow–Stirling–Alloa is a central Scotland railway corridor linking Glasgow with the cities of Stirling and Alloa, serving as a key commuter and regional passenger route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Glasgow–Stirling–Alloa Target entity description: Glasgow–Stirling–Alloa is a central Scotland railway corridor linking Glasgow with the cities of Stirling and Alloa, serving as a key commuter and regional passenger route.
-
A.
Glasgow and Greenock
Glasgow and Greenock are two towns in western Scotland historically linked by major transport routes and maritime trade along the River Clyde.
-
B.
Glasgow–Inverness
Glasgow–Inverness is a major inter-city rail route in Scotland linking the country’s largest city, Glasgow, with the Highland city of Inverness through central and Highland landscapes.
-
C.
Stirling and Falkirk
Stirling and Falkirk is a lieutenancy area in central Scotland that encompasses the historic towns and surrounding regions of Stirling and Falkirk.
-
D.
Glasgow North East
Glasgow North East is a parliamentary constituency in the city of Glasgow, Scotland, represented in the UK House of Commons.
-
E.
Airdrie and Shotts
Airdrie and Shotts is a UK parliamentary constituency in North Lanarkshire, Scotland, covering the town of Airdrie, the area around Shotts, and several surrounding communities.
- 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_69e0c460db088190828c64206a450273 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eed2e777c881908de84493fa939ff3 |
completed | April 27, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09f66e2c1c819097175c7ccab18130 |
completed | May 17, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_6a09f70d94308190b1c8f11e0a93b883 |
completed | May 17, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f7f91058819081d7230042ec080c |
completed | May 17, 2026, 5:16 p.m. |
Created at: April 16, 2026, 6:30 p.m.