Triple
T9381046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newton (South Lanarkshire) |
E225782
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
Newton railway station (South Lanarkshire)
Newton railway station (South Lanarkshire) is a suburban railway station in the Newton area of South Lanarkshire, Scotland, providing passenger services on routes connecting to Glasgow and other surrounding destinations.
|
E794937
|
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: Newton railway station (South Lanarkshire) | Statement: [Newton (South Lanarkshire), servedBy, Newton railway station (South Lanarkshire)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newton railway station (South Lanarkshire) Context triple: [Newton (South Lanarkshire), servedBy, Newton railway station (South Lanarkshire)]
-
A.
Lanark railway station
Lanark railway station is a railway terminus in South Lanarkshire, Scotland, serving the town of Lanark with regular suburban and regional services into the Glasgow area.
-
B.
Newtongrange railway station
Newtongrange railway station is a rail stop on the Borders Railway serving the village of Newtongrange in Midlothian, Scotland.
-
C.
Newcraighall railway station
Newcraighall railway station is a suburban rail stop serving the Newcraighall area of Edinburgh, Scotland, providing passenger services on the line toward the Scottish Borders.
-
D.
Newton-on-Ayr railway station
Newton-on-Ayr railway station is a small suburban rail stop in South Ayrshire, Scotland, providing local and regional train services for the Newton-on-Ayr area of the town of Ayr.
-
E.
Cumbernauld railway station
Cumbernauld railway station is the main rail transport hub serving the town of Cumbernauld in North Lanarkshire, Scotland, providing passenger services on regional routes.
- 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: Newton railway station (South Lanarkshire) Triple: [Newton (South Lanarkshire), servedBy, Newton railway station (South Lanarkshire)]
Generated description
Newton railway station (South Lanarkshire) is a suburban railway station in the Newton area of South Lanarkshire, Scotland, providing passenger services on routes connecting to Glasgow and other surrounding destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Newton railway station (South Lanarkshire) Target entity description: Newton railway station (South Lanarkshire) is a suburban railway station in the Newton area of South Lanarkshire, Scotland, providing passenger services on routes connecting to Glasgow and other surrounding destinations.
-
A.
Lanark railway station
Lanark railway station is a railway terminus in South Lanarkshire, Scotland, serving the town of Lanark with regular suburban and regional services into the Glasgow area.
-
B.
Newtongrange railway station
Newtongrange railway station is a rail stop on the Borders Railway serving the village of Newtongrange in Midlothian, Scotland.
-
C.
Newcraighall railway station
Newcraighall railway station is a suburban rail stop serving the Newcraighall area of Edinburgh, Scotland, providing passenger services on the line toward the Scottish Borders.
-
D.
Newton-on-Ayr railway station
Newton-on-Ayr railway station is a small suburban rail stop in South Ayrshire, Scotland, providing local and regional train services for the Newton-on-Ayr area of the town of Ayr.
-
E.
Cumbernauld railway station
Cumbernauld railway station is the main rail transport hub serving the town of Cumbernauld in North Lanarkshire, Scotland, providing passenger services on regional routes.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50be52248190bc7cd9deb95a1ef8 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f4311a548190885d82167199221b |
completed | April 4, 2026, 11:21 a.m. |
| NEDg | Description generation | batch_69d0f6a980608190833e5b4af44ccaff |
completed | April 4, 2026, 11:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f71c72c48190a2d87d262d3d7cb7 |
completed | April 4, 2026, 11:33 a.m. |
Created at: March 30, 2026, 7:44 p.m.