Triple
T4489937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pitlochry |
E107345
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Pitlochry railway station
Pitlochry railway station is a historic stop on the Highland Main Line in Perth and Kinross, Scotland, serving the popular tourist town of Pitlochry with regular regional and long-distance services.
|
E446730
|
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: Pitlochry railway station | Statement: [Pitlochry, hasRailwayStation, Pitlochry railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pitlochry railway station Context triple: [Pitlochry, hasRailwayStation, Pitlochry railway station]
-
A.
Dalmuir railway station
Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
-
B.
Lochinvar railway station
Lochinvar railway station is a regional train station in New South Wales, Australia, serving the village of Lochinvar on the Main Northern line.
-
C.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
-
D.
Linlithgow railway station
Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
-
E.
Dunblane railway station
Dunblane railway station is a railway station in Dunblane, Scotland, serving as a key stop on routes connecting the town with major Scottish cities such as Stirling, Glasgow, and Edinburgh.
- 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: Pitlochry railway station Triple: [Pitlochry, hasRailwayStation, Pitlochry railway station]
Generated description
Pitlochry railway station is a historic stop on the Highland Main Line in Perth and Kinross, Scotland, serving the popular tourist town of Pitlochry with regular regional and long-distance services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pitlochry railway station Target entity description: Pitlochry railway station is a historic stop on the Highland Main Line in Perth and Kinross, Scotland, serving the popular tourist town of Pitlochry with regular regional and long-distance services.
-
A.
Dalmuir railway station
Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
-
B.
Lochinvar railway station
Lochinvar railway station is a regional train station in New South Wales, Australia, serving the village of Lochinvar on the Main Northern line.
-
C.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
-
D.
Linlithgow railway station
Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
-
E.
Dunblane railway station
Dunblane railway station is a railway station in Dunblane, Scotland, serving as a key stop on routes connecting the town with major Scottish cities such as Stirling, Glasgow, and Edinburgh.
- 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_69bd43f84f788190a1383579c4a595be |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd556d29f08190bab1e872dd7e819f |
completed | March 20, 2026, 2:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd67aee5908190888efb94eee725e5 |
completed | March 20, 2026, 3:28 p.m. |
| NEDg | Description generation | batch_69bd6c62f40881909e30291317ab5f99 |
completed | March 20, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd6cf9a04881909a25ce291df748a0 |
completed | March 20, 2026, 3:51 p.m. |
Created at: March 20, 2026, 12:59 p.m.