Triple
T4236474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Argyle Line |
E94705
|
entity |
| Predicate | servesDistrict |
P82
|
FINISHED |
| Object | Cambuslang |
E333565
|
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: Cambuslang | Statement: [Argyle Line, servesDistrict, Cambuslang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambuslang Context triple: [Argyle Line, servesDistrict, Cambuslang]
-
A.
Cambuslang
chosen
Cambuslang is a suburban town in Scotland situated near Glasgow, known historically for its coal mining and industrial heritage.
-
B.
Blantyre
Blantyre is a town in South Lanarkshire, Scotland, known historically for its association with explorer David Livingstone and its proximity to the city of Hamilton.
-
C.
Blantyre
Blantyre is Malawi’s largest commercial and industrial city, serving as a major economic and cultural hub in the country.
-
D.
Callander
Callander is a small Scottish town in the Stirling council area, often considered a gateway to the Highlands and popular for outdoor tourism.
-
E.
Balloch
Balloch is a small Scottish village at the southern tip of Loch Lomond, known as a popular gateway to the national park and surrounding lochside scenery.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e7422a88190955f5f4347fa80d2 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfd42f73b88190bb69bffa6a8b9efe |
completed | March 22, 2026, 11:36 a.m. |
Created at: March 12, 2026, 11:05 p.m.