Triple
T6063742
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston South railway station |
E135101
|
entity |
| Predicate | railCorridor |
P848
|
FINISHED |
| Object |
Glasgow–Edinburgh via Shotts route
The Glasgow–Edinburgh via Shotts route is a central Scotland railway line providing a key commuter and regional link between Glasgow and Edinburgh through towns such as Shotts and Livingston.
|
E567166
|
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–Edinburgh via Shotts route | Statement: [Livingston South railway station, railCorridor, Glasgow–Edinburgh via Shotts route]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Glasgow–Edinburgh via Shotts route Context triple: [Livingston South railway station, railCorridor, Glasgow–Edinburgh via Shotts route]
-
A.
Glasgow to Edinburgh via Falkirk High route
The Glasgow to Edinburgh via Falkirk High route is a major electrified Scottish rail corridor linking Glasgow and Edinburgh city centres through Falkirk, serving key intermediate stations such as Edinburgh Haymarket.
-
B.
Glasgow–Motherwell via Hamilton line
The Glasgow–Motherwell via Hamilton line is a suburban railway route in Scotland connecting Glasgow with Motherwell through the town of Hamilton and surrounding communities.
-
C.
Edinburgh–Dundee route
The Edinburgh–Dundee route is a major Scottish railway corridor linking the capital city Edinburgh with the city of Dundee via the east coast main line.
-
D.
Glasgow–Carlisle route
The Glasgow–Carlisle route is a major transport corridor in the United Kingdom linking Glasgow in Scotland with Carlisle in England, carrying significant long-distance road traffic between central Scotland and northern England.
-
E.
Dundee–Edinburgh railway route
The Dundee–Edinburgh railway route is a key rail line in eastern Scotland that connects the cities of Dundee and Edinburgh, serving numerous intermediate towns and communities along the way.
- 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–Edinburgh via Shotts route Triple: [Livingston South railway station, railCorridor, Glasgow–Edinburgh via Shotts route]
Generated description
The Glasgow–Edinburgh via Shotts route is a central Scotland railway line providing a key commuter and regional link between Glasgow and Edinburgh through towns such as Shotts and Livingston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Glasgow–Edinburgh via Shotts route Target entity description: The Glasgow–Edinburgh via Shotts route is a central Scotland railway line providing a key commuter and regional link between Glasgow and Edinburgh through towns such as Shotts and Livingston.
-
A.
Glasgow to Edinburgh via Falkirk High route
The Glasgow to Edinburgh via Falkirk High route is a major electrified Scottish rail corridor linking Glasgow and Edinburgh city centres through Falkirk, serving key intermediate stations such as Edinburgh Haymarket.
-
B.
Glasgow–Motherwell via Hamilton line
The Glasgow–Motherwell via Hamilton line is a suburban railway route in Scotland connecting Glasgow with Motherwell through the town of Hamilton and surrounding communities.
-
C.
Edinburgh–Dundee route
The Edinburgh–Dundee route is a major Scottish railway corridor linking the capital city Edinburgh with the city of Dundee via the east coast main line.
-
D.
Glasgow–Carlisle route
The Glasgow–Carlisle route is a major transport corridor in the United Kingdom linking Glasgow in Scotland with Carlisle in England, carrying significant long-distance road traffic between central Scotland and northern England.
-
E.
Dundee–Edinburgh railway route
The Dundee–Edinburgh railway route is a key rail line in eastern Scotland that connects the cities of Dundee and Edinburgh, serving numerous intermediate towns and communities along the way.
- 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_69c00878d06881909ee78e88913bf890 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05722815081909ee47e8f94b87b3a |
completed | March 22, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d1e61188190aea0e2b1945ca682 |
completed | March 23, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_69c11da387dc819088fc37ea1c3daed8 |
completed | March 23, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11e5efd848190adb834e42b4bdc9e |
completed | March 23, 2026, 11:05 a.m. |
Created at: March 22, 2026, 4:10 p.m.