Triple
T7434435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armadale railway station |
E171574
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Armadale, West Lothian
Armadale, West Lothian is a small town in Scotland’s Central Belt, historically rooted in mining and now largely residential with rail links to nearby cities.
|
E663567
|
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: Armadale, West Lothian | Statement: [Armadale railway station, locatedIn, Armadale, West Lothian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Armadale, West Lothian Context triple: [Armadale railway station, locatedIn, Armadale, West Lothian]
-
A.
Broughty Ferry
Broughty Ferry is a coastal suburb of Dundee in eastern Scotland, known for its sandy beach, historic Broughty Castle, and views over the Firth of Tay.
-
B.
Cumbernauld
Cumbernauld is a post-war new town in North Lanarkshire, Scotland, known for its modernist planning and distinctive, often-criticized town centre architecture.
-
C.
Broxburn
Broxburn is a town in West Lothian, Scotland, historically known for its shale oil industry and situated to the west of Edinburgh.
-
D.
Innerleithen
Innerleithen is a small Scottish Borders town known for its scenic setting in the Tweed Valley and its historic textile and milling heritage.
-
E.
Lennoxtown
Lennoxtown is a small Scottish town situated at the foot of the Campsie Fells, historically associated with textile and chemical industries.
- 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: Armadale, West Lothian Triple: [Armadale railway station, locatedIn, Armadale, West Lothian]
Generated description
Armadale, West Lothian is a small town in Scotland’s Central Belt, historically rooted in mining and now largely residential with rail links to nearby cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Armadale, West Lothian Target entity description: Armadale, West Lothian is a small town in Scotland’s Central Belt, historically rooted in mining and now largely residential with rail links to nearby cities.
-
A.
Broughty Ferry
Broughty Ferry is a coastal suburb of Dundee in eastern Scotland, known for its sandy beach, historic Broughty Castle, and views over the Firth of Tay.
-
B.
Cumbernauld
Cumbernauld is a post-war new town in North Lanarkshire, Scotland, known for its modernist planning and distinctive, often-criticized town centre architecture.
-
C.
Broxburn
Broxburn is a town in West Lothian, Scotland, historically known for its shale oil industry and situated to the west of Edinburgh.
-
D.
Innerleithen
Innerleithen is a small Scottish Borders town known for its scenic setting in the Tweed Valley and its historic textile and milling heritage.
-
E.
Lennoxtown
Lennoxtown is a small Scottish town situated at the foot of the Campsie Fells, historically associated with textile and chemical industries.
- 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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f327480481909c4691fd3333e2ae |
completed | March 27, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81f1d8af48190af856b5e2438781d |
completed | March 28, 2026, 6:34 p.m. |
| NEDg | Description generation | batch_69c82076aa1481909898fd89a87d5214 |
completed | March 28, 2026, 6:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c821f557e08190b39d15c7c7639408 |
completed | March 28, 2026, 6:46 p.m. |
Created at: March 27, 2026, 3:13 p.m.