Triple
T18677562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medicine Hat Transit |
E456640
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
City of Medicine Hat municipal services
City of Medicine Hat municipal services is the local government organization that delivers core public services and infrastructure—such as transportation, utilities, and community programs—to residents of Medicine Hat, Alberta.
|
E1337615
|
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: City of Medicine Hat municipal services | Statement: [Medicine Hat Transit, isPartOf, City of Medicine Hat municipal services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Medicine Hat municipal services Context triple: [Medicine Hat Transit, isPartOf, City of Medicine Hat municipal services]
-
A.
Medicine Hat Transit
Medicine Hat Transit is the municipal public transportation system serving the city of Medicine Hat in Alberta, Canada, operating local bus routes and related transit services.
-
B.
Medicine Hat
Medicine Hat is a mid-sized city in southeastern Alberta, Canada, known for its natural gas reserves and nickname "The Gas City."
-
C.
Saskatoon City Hospital
Saskatoon City Hospital is a major acute-care teaching hospital in Saskatoon, Saskatchewan, serving as a clinical training site and healthcare facility for the region.
-
D.
City of Fort Saskatchewan
The City of Fort Saskatchewan is a small industrial and residential city in Alberta, Canada, located northeast of Edmonton along the North Saskatchewan River.
-
E.
Saskatchewan Health Authority
The Saskatchewan Health Authority is the provincial organization responsible for delivering and coordinating publicly funded health services across 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: City of Medicine Hat municipal services Triple: [Medicine Hat Transit, isPartOf, City of Medicine Hat municipal services]
Generated description
City of Medicine Hat municipal services is the local government organization that delivers core public services and infrastructure—such as transportation, utilities, and community programs—to residents of Medicine Hat, Alberta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Medicine Hat municipal services Target entity description: City of Medicine Hat municipal services is the local government organization that delivers core public services and infrastructure—such as transportation, utilities, and community programs—to residents of Medicine Hat, Alberta.
-
A.
Medicine Hat Transit
Medicine Hat Transit is the municipal public transportation system serving the city of Medicine Hat in Alberta, Canada, operating local bus routes and related transit services.
-
B.
Medicine Hat
Medicine Hat is a mid-sized city in southeastern Alberta, Canada, known for its natural gas reserves and nickname "The Gas City."
-
C.
Saskatoon City Hospital
Saskatoon City Hospital is a major acute-care teaching hospital in Saskatoon, Saskatchewan, serving as a clinical training site and healthcare facility for the region.
-
D.
City of Fort Saskatchewan
The City of Fort Saskatchewan is a small industrial and residential city in Alberta, Canada, located northeast of Edmonton along the North Saskatchewan River.
-
E.
Saskatchewan Health Authority
The Saskatchewan Health Authority is the provincial organization responsible for delivering and coordinating publicly funded health services across 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_69d8d391eb488190ac2e9abf5bf255e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b66680819082a268f1bf857db5 |
completed | April 19, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052353c80c8190a17c23eef9406fcf |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a0523e3c99481909f4371d74ad7c266 |
completed | May 14, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0524461600819084dba49f65abf654 |
completed | May 14, 2026, 1:24 a.m. |
Created at: April 10, 2026, 11:48 a.m.