Triple
T12971832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inverurie |
E321415
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Inverurie railway station
Inverurie railway station is a railway stop in the town of Inverurie in Aberdeenshire, Scotland, providing regional and commuter services on the Aberdeen–Inverness line.
|
E1012958
|
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: Inverurie railway station | Statement: [Inverurie, hasRailwayStation, Inverurie railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inverurie railway station Context triple: [Inverurie, hasRailwayStation, Inverurie railway station]
-
A.
Nairn railway station
Nairn railway station is a passenger rail stop on the Inverness–Aberdeen line in the town of Nairn in the Scottish Highlands.
-
B.
Invergordon railway station
Invergordon railway station is a small stop on the Far North Line in the Scottish Highlands, providing rail connections for the town of Invergordon and surrounding areas.
-
C.
Inverkeithing railway station
Inverkeithing railway station is a key rail hub in Fife, Scotland, serving as an important interchange for services across the Fife Circle and routes to Edinburgh and beyond.
-
D.
Inverness railway station
Inverness railway station is a key northern terminus and interchange on Scotland’s rail network, linking the Highlands with major destinations across the country.
-
E.
Banavie railway station
Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
- 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: Inverurie railway station Triple: [Inverurie, hasRailwayStation, Inverurie railway station]
Generated description
Inverurie railway station is a railway stop in the town of Inverurie in Aberdeenshire, Scotland, providing regional and commuter services on the Aberdeen–Inverness line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inverurie railway station Target entity description: Inverurie railway station is a railway stop in the town of Inverurie in Aberdeenshire, Scotland, providing regional and commuter services on the Aberdeen–Inverness line.
-
A.
Nairn railway station
Nairn railway station is a passenger rail stop on the Inverness–Aberdeen line in the town of Nairn in the Scottish Highlands.
-
B.
Invergordon railway station
Invergordon railway station is a small stop on the Far North Line in the Scottish Highlands, providing rail connections for the town of Invergordon and surrounding areas.
-
C.
Inverkeithing railway station
Inverkeithing railway station is a key rail hub in Fife, Scotland, serving as an important interchange for services across the Fife Circle and routes to Edinburgh and beyond.
-
D.
Inverness railway station
Inverness railway station is a key northern terminus and interchange on Scotland’s rail network, linking the Highlands with major destinations across the country.
-
E.
Banavie railway station
Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e418d548190be1c73db76cb3aa8 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8ea91f08190b1daf6d05621acf9 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9a1ca54819085da2ca592bf5219 |
completed | May 3, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb2602848190b9588134c71d0ef4 |
completed | May 3, 2026, 3:04 a.m. |
Created at: April 9, 2026, 8:36 p.m.