Triple
T7480878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Ayrshire |
E176752
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object | New Cumnock |
E267200
|
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: New Cumnock | Statement: [East Ayrshire, containsSettlement, New Cumnock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Cumnock Context triple: [East Ayrshire, containsSettlement, New Cumnock]
-
A.
Cumnock
chosen
Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
-
B.
Neilston
Neilston is a village in East Renfrewshire, Scotland, situated southwest of Glasgow and known historically for its textile industry and commuter links to the city.
-
C.
Girvan
Girvan is a coastal town in South Ayrshire, Scotland, known historically as a fishing port and seaside resort on the Firth of Clyde.
-
D.
Kilmarnock
Kilmarnock is a large town in East Ayrshire, Scotland, historically known for its textile and engineering industries and its association with the poet Robert Burns.
-
E.
Mauchline
Mauchline is a village in East Ayrshire, Scotland, best known for its close association with the poet Robert Burns, who lived and wrote there.
- 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_69c69f236ce08190a04d7679f03b29b2 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f534aa388190b3bb3e16be3a54c8 |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ca0f1021148190b85ec086f79787d4 |
completed | March 30, 2026, 5:50 a.m. |
Created at: March 27, 2026, 3:42 p.m.