Triple
T18181772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston, Scotland |
E435302
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object | Livingston North railway station |
—
|
NE NERFINISHED |
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: Livingston North railway station | Statement: [Livingston, Scotland, hasRailwayStation, Livingston North railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingston North railway station Context triple: [Livingston, Scotland, hasRailwayStation, Livingston North railway station]
-
A.
Livingston North railway station
chosen
Livingston North railway station is a suburban rail station in Livingston, West Lothian, Scotland, serving as a stop on the Edinburgh–Glasgow line.
-
B.
Livingston South railway station
Livingston South railway station is a suburban rail stop in West Lothian, Scotland, serving the town of Livingston on the Shotts Line between Glasgow and Edinburgh.
-
C.
Livingstone railway station
Livingstone railway station is a key railway station in Livingstone, Zambia, serving as a major passenger and freight gateway near Victoria Falls and the Zimbabwean border.
-
D.
Ninian Park railway station
Ninian Park railway station is a small suburban rail stop in Cardiff, Wales, serving passengers traveling to and from the nearby Cardiff City Stadium and surrounding residential areas.
-
E.
Tweedbank railway station
Tweedbank railway station is a terminus on the Borders Railway in the Scottish Borders, serving as a key commuter link between the region and Edinburgh.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffb3bc88190a627be9c444d5c7d |
completed | April 19, 2026, 2 p.m. |
Created at: April 10, 2026, 10:31 a.m.