Triple
T6108200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lloydminster cross-border area |
E136166
|
entity |
| Predicate | hasFireService |
P8978
|
FINISHED |
| Object |
Lloydminster Fire Department
The Lloydminster Fire Department is the municipal fire and emergency response service responsible for protecting the unique border-straddling city of Lloydminster in both Alberta and Saskatchewan, Canada.
|
E568862
|
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 Fire Department | Statement: [Lloydminster cross-border area, hasFireService, Lloydminster Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lloydminster Fire Department Context triple: [Lloydminster cross-border area, hasFireService, Lloydminster Fire Department]
-
A.
Halifax Regional Fire and Emergency
Halifax Regional Fire and Emergency is the municipal fire and emergency services department responsible for fire protection, rescue, and related emergency response across the Halifax Regional Municipality in Nova Scotia, Canada.
-
B.
Fort McMurray
Fort McMurray is a northern Alberta community best known as the center of Canada’s oil sands industry and a hub for energy-related development.
-
C.
Vaughan Fire and Rescue Service
Vaughan Fire and Rescue Service is the municipal fire protection and emergency response agency serving the city of Vaughan in Ontario, Canada.
-
D.
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.
-
E.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
- 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 Fire Department Triple: [Lloydminster cross-border area, hasFireService, Lloydminster Fire Department]
Generated description
The Lloydminster Fire Department is the municipal fire and emergency response service responsible for protecting the unique border-straddling city of Lloydminster in both Alberta and Saskatchewan, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lloydminster Fire Department Target entity description: The Lloydminster Fire Department is the municipal fire and emergency response service responsible for protecting the unique border-straddling city of Lloydminster in both Alberta and Saskatchewan, Canada.
-
A.
Halifax Regional Fire and Emergency
Halifax Regional Fire and Emergency is the municipal fire and emergency services department responsible for fire protection, rescue, and related emergency response across the Halifax Regional Municipality in Nova Scotia, Canada.
-
B.
Fort McMurray
Fort McMurray is a northern Alberta community best known as the center of Canada’s oil sands industry and a hub for energy-related development.
-
C.
Vaughan Fire and Rescue Service
Vaughan Fire and Rescue Service is the municipal fire protection and emergency response agency serving the city of Vaughan in Ontario, Canada.
-
D.
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.
-
E.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
- 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.