Triple
T1346718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayrshire |
E28587
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Cumnock
Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
|
E267200
|
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: Cumnock | Statement: [Ayrshire, containsTown, Cumnock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumnock Context triple: [Ayrshire, containsTown, Cumnock]
-
A.
Dumfries
Dumfries is a small historic town in Prince William County, Virginia, considered one of the oldest continuously chartered towns in the United States.
-
B.
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.
-
C.
Kirriemuir
Kirriemuir is a small historic town in eastern Scotland, best known as the birthplace of Peter Pan author J. M. Barrie.
-
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.
Inverkeithing
Inverkeithing is a coastal town in Fife, Scotland, situated near the Forth bridges and functioning as a key commuter hub for the Edinburgh area.
- 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: Cumnock Triple: [Ayrshire, containsTown, Cumnock]
Generated description
Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumnock Target entity description: Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
-
A.
Dumfries
Dumfries is a small historic town in Prince William County, Virginia, considered one of the oldest continuously chartered towns in the United States.
-
B.
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.
-
C.
Kirriemuir
Kirriemuir is a small historic town in eastern Scotland, best known as the birthplace of Peter Pan author J. M. Barrie.
-
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.
Inverkeithing
Inverkeithing is a coastal town in Fife, Scotland, situated near the Forth bridges and functioning as a key commuter hub for the Edinburgh area.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c2406c488190b2c04d54d9c5e94c |
completed | March 1, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef06424f48190bf3604cc342992b6 |
completed | March 9, 2026, 4:08 p.m. |
| NEDg | Description generation | batch_69aef56527308190923fc5394ba2521a |
completed | March 9, 2026, 4:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef6450a1c8190ad5a844b31bff220 |
completed | March 9, 2026, 4:33 p.m. |
Created at: March 1, 2026, 7:56 p.m.