Triple
T6305369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elgin |
E141361
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Elgin railway station
Elgin railway station is a train station in Elgin, Scotland, serving as a local stop on the rail network in the Moray region.
|
E584891
|
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: Elgin railway station | Statement: [Elgin, hasRailwayStation, Elgin railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elgin railway station Context triple: [Elgin, hasRailwayStation, Elgin railway station]
-
A.
Fort William railway station
Fort William railway station is a major rail terminus in the Scottish Highlands, serving the town of Fort William and acting as a key gateway to the West Highland Line and nearby mountain and loch attractions.
-
B.
Muirkirk station
Muirkirk station is a commuter rail stop in Maryland served by MARC’s Camden Line between Washington, D.C., and Baltimore.
-
C.
Highland station
Highland station is a SEPTA Regional Rail stop in Philadelphia, Pennsylvania, serving passengers on the Chestnut Hill West Line.
-
D.
Stirling railway station
Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
-
E.
High Town station
High Town station is the upper terminus of the Bridgnorth Cliff Railway funicular in Bridgnorth, Shropshire, England.
- 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: Elgin railway station Triple: [Elgin, hasRailwayStation, Elgin railway station]
Generated description
Elgin railway station is a train station in Elgin, Scotland, serving as a local stop on the rail network in the Moray region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elgin railway station Target entity description: Elgin railway station is a train station in Elgin, Scotland, serving as a local stop on the rail network in the Moray region.
-
A.
Fort William railway station
Fort William railway station is a major rail terminus in the Scottish Highlands, serving the town of Fort William and acting as a key gateway to the West Highland Line and nearby mountain and loch attractions.
-
B.
Muirkirk station
Muirkirk station is a commuter rail stop in Maryland served by MARC’s Camden Line between Washington, D.C., and Baltimore.
-
C.
Highland station
Highland station is a SEPTA Regional Rail stop in Philadelphia, Pennsylvania, serving passengers on the Chestnut Hill West Line.
-
D.
Stirling railway station
Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
-
E.
High Town station
High Town station is the upper terminus of the Bridgnorth Cliff Railway funicular in Bridgnorth, Shropshire, England.
- 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_69c008cf0ad4819095def81e2bd42f9f |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06479acec819090306a155a03b774 |
completed | March 22, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e44527488190b3d605e917c8dfb2 |
completed | March 27, 2026, 1:58 a.m. |
| NEDg | Description generation | batch_69c5f3f6d134819090d44dea3ae88ee2 |
completed | March 27, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5f4a30e2c81908cd5a99d6fc6063b |
completed | March 27, 2026, 3:08 a.m. |
Created at: March 22, 2026, 4:28 p.m.