Triple
T4287799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton West railway station |
E97310
|
entity |
| Predicate | servesCommuterTrafficTo |
P35023
|
FINISHED |
| Object | Larkhall |
E310206
|
NE FINISHED |
How this triple was built (2 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: Larkhall | Statement: [Hamilton West railway station, servesCommuterTrafficTo, Larkhall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larkhall Context triple: [Hamilton West railway station, servesCommuterTrafficTo, Larkhall]
-
A.
Larkhall
chosen
Larkhall is a small town in central Scotland known historically for its mining and industrial heritage.
-
B.
Larkhall
Larkhall is a district and electoral ward in the London Borough of Lambeth, known for its residential streets, local parks, and proximity to central London.
-
C.
Carluke
Carluke is a small town in South Lanarkshire, Scotland, known historically for agriculture and fruit growing and now largely serving as a commuter town.
-
D.
Grantshouse
Grantshouse is a small rural village in the Scottish Borders region of southeastern Scotland.
-
E.
Lennoxtown
Lennoxtown is a small Scottish town situated at the foot of the Campsie Fells, historically associated with textile and chemical industries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505ef9fc81909c73e64bf77052ce |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d06ccbf081908bc23b5f194b9587 |
completed | March 14, 2026, 9:17 p.m. |
Created at: March 12, 2026, 11:08 p.m.