Triple
T6450884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumbernauld Shopping Centre |
E139860
|
entity |
| Predicate | primaryShoppingDestinationFor |
P47325
|
FINISHED |
| Object | Cumbernauld |
E26148
|
NE FINISHED |
How this triple was built (3 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: Cumbernauld | Statement: [Cumbernauld Shopping Centre, primaryShoppingDestinationFor, Cumbernauld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumbernauld Context triple: [Cumbernauld Shopping Centre, primaryShoppingDestinationFor, Cumbernauld]
-
A.
Cumbernauld
chosen
Cumbernauld is a post-war new town in North Lanarkshire, Scotland, known for its modernist planning and distinctive, often-criticized town centre architecture.
-
B.
Lennoxtown
Lennoxtown is a small Scottish town situated at the foot of the Campsie Fells, historically associated with textile and chemical industries.
-
C.
East Kilbride
East Kilbride is a large Scottish new town near Glasgow, known for its post-war planned layout and role as a major residential and commercial centre in South Lanarkshire.
-
D.
Coatbridge
Coatbridge is a town in North Lanarkshire, Scotland, historically known for its heavy industry and ironworks during the 19th century.
-
E.
Broxburn
Broxburn is a town in West Lothian, Scotland, historically known for its shale oil industry and situated to the west of Edinburgh.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryShoppingDestinationFor Context triple: [Cumbernauld Shopping Centre, primaryShoppingDestinationFor, Cumbernauld]
-
A.
isShoppingDestination
chosen
Indicates that a place serves as a primary location where people go to shop for goods or services.
-
B.
primaryVenueFor
Indicates that one entity serves as the main or principal venue or location for events, activities, or operations associated with another entity.
-
C.
hasShoppingDistrict
Indicates that a place contains or is associated with a designated area where multiple shops and commercial retail activities are concentrated.
-
D.
primaryVenues
Indicates the main or most important venues associated with or used by a given entity.
-
E.
hasShoppingDistrictName
Indicates that an entity’s shopping district is identified by a specific name.
- F. None of above.
Provenance (4 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_69c008b301948190a35854e5284dc822 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069b4171c8190b0acad78700998ed |
completed | March 22, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bf66c0308190a09736eafe61c966 |
completed | March 28, 2026, 11:45 a.m. |
| PD | Predicate disambiguation | batch_69c0673b44148190aed70084f0ff4992 |
completed | March 22, 2026, 10:03 p.m. |
Created at: March 22, 2026, 4:47 p.m.