Triple
T8978211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airdrie |
E214450
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Clarkston, Airdrie
Clarkston, Airdrie is a residential area forming part of the town of Airdrie in North Lanarkshire, Scotland.
|
E214450
|
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: Clarkston, Airdrie | Statement: [Airdrie, hasNeighbourhood, Clarkston, Airdrie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clarkston, Airdrie Context triple: [Airdrie, hasNeighbourhood, Clarkston, Airdrie]
-
A.
Stewarton
Stewarton is a small Scottish town in East Ayrshire known historically for its textile and bonnet-making industries.
-
B.
Airdrie
Airdrie is a town in North Lanarkshire, Scotland, known historically for its role in the coal mining and industrial development of the region.
-
C.
Airdrie
Airdrie is a rapidly growing city in southern Alberta, Canada, located just north of Calgary and known as a residential and commercial hub in the Calgary metropolitan region.
-
D.
Airdrie and Shotts
Airdrie and Shotts is a UK parliamentary constituency in North Lanarkshire, Scotland, covering the town of Airdrie, the area around Shotts, and several surrounding communities.
-
E.
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.
- 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: Clarkston, Airdrie Triple: [Airdrie, hasNeighbourhood, Clarkston, Airdrie]
Generated description
Clarkston, Airdrie is a residential area forming part of the town of Airdrie in North Lanarkshire, Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clarkston, Airdrie Target entity description: Clarkston, Airdrie is a residential area forming part of the town of Airdrie in North Lanarkshire, Scotland.
-
A.
Stewarton
Stewarton is a small Scottish town in East Ayrshire known historically for its textile and bonnet-making industries.
-
B.
Airdrie
chosen
Airdrie is a town in North Lanarkshire, Scotland, known historically for its role in the coal mining and industrial development of the region.
-
C.
Airdrie
Airdrie is a rapidly growing city in southern Alberta, Canada, located just north of Calgary and known as a residential and commercial hub in the Calgary metropolitan region.
-
D.
Airdrie and Shotts
Airdrie and Shotts is a UK parliamentary constituency in North Lanarkshire, Scotland, covering the town of Airdrie, the area around Shotts, and several surrounding communities.
-
E.
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.
- F. None of above.
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_69ca839ea8b88190922c6a326ffcc0d3 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67a33c8481909125acf4b7f0a919 |
completed | April 1, 2026, 12:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc96e7eb48190a3df410b1544b997 |
completed | April 3, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69cfca6202a4819090404b7893a31ba7 |
completed | April 3, 2026, 2:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfcaeaf24c81908daadfe954413778 |
completed | April 3, 2026, 2:12 p.m. |
Created at: March 30, 2026, 7:03 p.m.