Triple
T4971523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glasgow South Western Line |
E111661
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Dumfries–Carlisle section
The Dumfries–Carlisle section is a railway stretch in southwest Scotland and northern England that links the town of Dumfries with the city of Carlisle as part of the regional rail network.
|
E442906
|
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: Dumfries–Carlisle section | Statement: [Glasgow South Western Line, hasSection, Dumfries–Carlisle section]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dumfries–Carlisle section Context triple: [Glasgow South Western Line, hasSection, Dumfries–Carlisle section]
-
A.
Kilmarnock–Dumfries section
The Kilmarnock–Dumfries section is a rural stretch of railway in southwest Scotland linking the towns of Kilmarnock and Dumfries on the Glasgow South Western Line.
-
B.
Glasgow–Kilmarnock–Dumfries–Carlisle line
The Glasgow–Kilmarnock–Dumfries–Carlisle line is a major railway route in southwest Scotland and northern England that connects Glasgow with Carlisle via Kilmarnock and Dumfries.
-
C.
Edinburgh–Dunblane Line
The Edinburgh–Dunblane Line is a key Scottish railway route providing suburban and intercity passenger services between Edinburgh and the town of Dunblane via central Scotland.
-
D.
Caldervale Line
Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
-
E.
Stirling–Alloa–Kincardine line
The Stirling–Alloa–Kincardine line is a reopened railway route in central Scotland that provides passenger and freight connections between Stirling, Alloa, and the Firth of Forth area.
- 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: Dumfries–Carlisle section Triple: [Glasgow South Western Line, hasSection, Dumfries–Carlisle section]
Generated description
The Dumfries–Carlisle section is a railway stretch in southwest Scotland and northern England that links the town of Dumfries with the city of Carlisle as part of the regional rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dumfries–Carlisle section Target entity description: The Dumfries–Carlisle section is a railway stretch in southwest Scotland and northern England that links the town of Dumfries with the city of Carlisle as part of the regional rail network.
-
A.
Kilmarnock–Dumfries section
The Kilmarnock–Dumfries section is a rural stretch of railway in southwest Scotland linking the towns of Kilmarnock and Dumfries on the Glasgow South Western Line.
-
B.
Glasgow–Kilmarnock–Dumfries–Carlisle line
chosen
The Glasgow–Kilmarnock–Dumfries–Carlisle line is a major railway route in southwest Scotland and northern England that connects Glasgow with Carlisle via Kilmarnock and Dumfries.
-
C.
Edinburgh–Dunblane Line
The Edinburgh–Dunblane Line is a key Scottish railway route providing suburban and intercity passenger services between Edinburgh and the town of Dunblane via central Scotland.
-
D.
Caldervale Line
Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
-
E.
Stirling–Alloa–Kincardine line
The Stirling–Alloa–Kincardine line is a reopened railway route in central Scotland that provides passenger and freight connections between Stirling, Alloa, and the Firth of Forth area.
- F. None of above.
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_69bd441a0eb481908050fa4273b19eae |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7213bf0081909b3c496f1804dc4c |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be92489ae481909240f2ad20637649 |
completed | March 21, 2026, 12:42 p.m. |
| NEDg | Description generation | batch_69be9466f7908190996e30c7c1e34595 |
completed | March 21, 2026, 12:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be94c06bfc81908921472983592d8d |
completed | March 21, 2026, 12:53 p.m. |
Created at: March 20, 2026, 1:33 p.m.