Triple
T16331043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ScotRail Highland routes |
E396549
|
entity |
| Predicate | connectsCommunity |
P12608
|
FINISHED |
| Object |
Helensburgh Upper
Helensburgh Upper is a railway station in Helensburgh, Scotland, served by ScotRail services on the West Highland Line.
|
E1207825
|
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: Helensburgh Upper | Statement: [ScotRail Highland routes, connectsCommunity, Helensburgh Upper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helensburgh Upper Context triple: [ScotRail Highland routes, connectsCommunity, Helensburgh Upper]
-
A.
Hyndland
Hyndland is an affluent residential district in Glasgow known for its historic tenement buildings, leafy streets, and vibrant local amenities.
-
B.
Newarthill
Newarthill is a village in central Scotland situated within the council area of North Lanarkshire.
-
C.
Arran–Elderslie
Arran–Elderslie is a rural municipality in southwestern Ontario, Canada, known for its agricultural landscape and small communities such as Chesley, Paisley, and Tara.
-
D.
Red Harlaw
Red Harlaw is a historical name for the Battle of Harlaw, a bloody 1411 clash in northeastern Scotland between Highland and Lowland forces that became legendary for its ferocity and high casualties.
-
E.
Hillington
Hillington is a small village and civil parish in Norfolk, England, known for its rural setting and historic country estate, Hillington Hall.
- 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: Helensburgh Upper Triple: [ScotRail Highland routes, connectsCommunity, Helensburgh Upper]
Generated description
Helensburgh Upper is a railway station in Helensburgh, Scotland, served by ScotRail services on the West Highland Line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helensburgh Upper Target entity description: Helensburgh Upper is a railway station in Helensburgh, Scotland, served by ScotRail services on the West Highland Line.
-
A.
Hyndland
Hyndland is an affluent residential district in Glasgow known for its historic tenement buildings, leafy streets, and vibrant local amenities.
-
B.
Newarthill
Newarthill is a village in central Scotland situated within the council area of North Lanarkshire.
-
C.
Arran–Elderslie
Arran–Elderslie is a rural municipality in southwestern Ontario, Canada, known for its agricultural landscape and small communities such as Chesley, Paisley, and Tara.
-
D.
Red Harlaw
Red Harlaw is a historical name for the Battle of Harlaw, a bloody 1411 clash in northeastern Scotland between Highland and Lowland forces that became legendary for its ferocity and high casualties.
-
E.
Hillington
Hillington is a small village and civil parish in Norfolk, England, known for its rural setting and historic country estate, Hillington Hall.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4dfd9688190a749e48ebc055baf |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002613c0e88190b91da8eba683c864 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0027854ce48190ad3fb09ecd7e2b9e |
completed | May 10, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0029f138d88190bf240ca524d9ad0a |
completed | May 10, 2026, 6:47 a.m. |
Created at: April 10, 2026, 5:07 a.m.