Triple
T6108205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lloydminster cross-border area |
E136166
|
entity |
| Predicate | hasPopulationCentre |
P2106
|
FINISHED |
| Object | Lloydminster metropolitan area |
E136166
|
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: Lloydminster metropolitan area | Statement: [Lloydminster cross-border area, hasPopulationCentre, Lloydminster metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lloydminster metropolitan area Context triple: [Lloydminster cross-border area, hasPopulationCentre, Lloydminster metropolitan area]
-
A.
Saskatoon Metropolitan Area
The Saskatoon Metropolitan Area is a census metropolitan region in central Saskatchewan, Canada, centered on the city of Saskatoon and encompassing its surrounding suburban and rural communities.
-
B.
Lloydminster cross-border area
chosen
The Lloydminster cross-border area is a unique Canadian community that straddles the provincial boundary between Alberta and Saskatchewan, functioning as a single city under a special bi-provincial governance arrangement.
-
C.
Calgary Metropolitan Region
The Calgary Metropolitan Region is the broader urban and suburban area surrounding the city of Calgary in Alberta, Canada, encompassing multiple municipalities that share its economic and social infrastructure.
-
D.
Lethbridge
Lethbridge is a mid-sized city in southern Alberta, Canada, known for its coulee landscapes, windy climate, and role as a regional commercial and educational hub.
-
E.
Red Deer
Red Deer is a mid-sized Canadian city in central Alberta known as a regional hub for agriculture, industry, and commerce between Calgary and Edmonton.
- 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_69c0087dee9881909e3655be88208c01 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b81fad081909b622cafc6d51249 |
completed | March 22, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1415ce66081908c68088911f91854 |
completed | March 23, 2026, 1:34 p.m. |
Created at: March 22, 2026, 4:13 p.m.