Triple
T16566337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helmsdale |
E402470
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Helmsdale railway station
Helmsdale railway station is a small rural stop on the Far North Line in the Scottish Highlands, serving the village of Helmsdale.
|
E1221914
|
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: Helmsdale railway station | Statement: [Helmsdale, hasRailwayStation, Helmsdale railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helmsdale railway station Context triple: [Helmsdale, hasRailwayStation, Helmsdale 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.
Burntisland railway station
Burntisland railway station is a coastal railway stop in the town of Burntisland, Fife, Scotland, providing passenger services on regional routes including the Fife Circle.
-
C.
Stonehaven railway station
Stonehaven railway station is a key stop on Scotland’s east coast rail network, serving the town of Stonehaven with regular regional and intercity services between major cities such as Aberdeen and Edinburgh.
-
D.
Kingussie railway station
Kingussie railway station is a stop on the Highland Main Line in the Scottish Highlands, serving the town of Kingussie with regional and long-distance rail services.
-
E.
Galashiels railway station
Galashiels railway station is a key stop on the Borders Railway in the Scottish Borders, providing regular commuter and regional rail services to and from 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: Helmsdale railway station Triple: [Helmsdale, hasRailwayStation, Helmsdale railway station]
Generated description
Helmsdale railway station is a small rural stop on the Far North Line in the Scottish Highlands, serving the village of Helmsdale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helmsdale railway station Target entity description: Helmsdale railway station is a small rural stop on the Far North Line in the Scottish Highlands, serving the village of Helmsdale.
-
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.
Burntisland railway station
Burntisland railway station is a coastal railway stop in the town of Burntisland, Fife, Scotland, providing passenger services on regional routes including the Fife Circle.
-
C.
Stonehaven railway station
Stonehaven railway station is a key stop on Scotland’s east coast rail network, serving the town of Stonehaven with regular regional and intercity services between major cities such as Aberdeen and Edinburgh.
-
D.
Kingussie railway station
Kingussie railway station is a stop on the Highland Main Line in the Scottish Highlands, serving the town of Kingussie with regional and long-distance rail services.
-
E.
Galashiels railway station
Galashiels railway station is a key stop on the Borders Railway in the Scottish Borders, providing regular commuter and regional rail services to and from 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35772255881909f737da89bcd06b8 |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ee1c1d0819096367344e48bd8d0 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006fba728c8190a835ce72a15563e1 |
completed | May 10, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0070aee0248190b3463b98a739d1ae |
completed | May 10, 2026, 11:49 a.m. |
Created at: April 10, 2026, 5:15 a.m.