Triple
T6108178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lloydminster cross-border area |
E136166
|
entity |
| Predicate | hasMunicipalGovernment |
P3291
|
FINISHED |
| Object |
Lloydminster City Council
Lloydminster City Council is the elected municipal governing body responsible for setting policies, passing bylaws, and overseeing local services for the bi-provincial city of Lloydminster on the Alberta–Saskatchewan border.
|
E568858
|
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: Lloydminster City Council | Statement: [Lloydminster cross-border area, hasMunicipalGovernment, Lloydminster City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lloydminster City Council Context triple: [Lloydminster cross-border area, hasMunicipalGovernment, Lloydminster City Council]
-
A.
Lethbridge City Council
Lethbridge City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the city of Lethbridge, Alberta.
-
B.
Calgary City Council
Calgary City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services for Calgary, Alberta.
-
C.
Edmonton City Council
Edmonton City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing the administration of the city of Edmonton, Alberta, Canada.
-
D.
Saskatoon City Council
Saskatoon City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing the administration of the city of Saskatoon, Saskatchewan.
-
E.
Moose Jaw City Council
Moose Jaw City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city administration in Moose Jaw, Saskatchewan, Canada.
- 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: Lloydminster City Council Triple: [Lloydminster cross-border area, hasMunicipalGovernment, Lloydminster City Council]
Generated description
Lloydminster City Council is the elected municipal governing body responsible for setting policies, passing bylaws, and overseeing local services for the bi-provincial city of Lloydminster on the Alberta–Saskatchewan border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lloydminster City Council Target entity description: Lloydminster City Council is the elected municipal governing body responsible for setting policies, passing bylaws, and overseeing local services for the bi-provincial city of Lloydminster on the Alberta–Saskatchewan border.
-
A.
Lethbridge City Council
Lethbridge City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the city of Lethbridge, Alberta.
-
B.
Calgary City Council
Calgary City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services for Calgary, Alberta.
-
C.
Edmonton City Council
Edmonton City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing the administration of the city of Edmonton, Alberta, Canada.
-
D.
Saskatoon City Council
Saskatoon City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing the administration of the city of Saskatoon, Saskatchewan.
-
E.
Moose Jaw City Council
Moose Jaw City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city administration in Moose Jaw, Saskatchewan, Canada.
- 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_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_69c1255b27a88190b45b664a2ba41166 |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c125ede4f88190989a5a40accd2745 |
completed | March 23, 2026, 11:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1268ffc7481909a9bd2be039dbf45 |
completed | March 23, 2026, 11:40 a.m. |
Created at: March 22, 2026, 4:13 p.m.