Triple
T6108195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lloydminster cross-border area |
E136166
|
entity |
| Predicate | hasHealthFacility |
P10262
|
FINISHED |
| Object |
Lloydminster Hospital
Lloydminster Hospital is a regional medical facility serving the unique cross-border community of Lloydminster, which spans the provinces of Alberta and Saskatchewan in Canada.
|
E568861
|
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 Hospital | Statement: [Lloydminster cross-border area, hasHealthFacility, Lloydminster Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lloydminster Hospital Context triple: [Lloydminster cross-border area, hasHealthFacility, Lloydminster Hospital]
-
A.
Grande Prairie Regional Hospital
Grande Prairie Regional Hospital is a major acute-care and specialized medical facility serving the city of Grande Prairie and the surrounding region in northwestern Alberta, Canada.
-
B.
Yorkton Regional Health Centre
Yorkton Regional Health Centre is a major hospital and healthcare facility serving Yorkton and the surrounding region in Saskatchewan, Canada.
-
C.
Red Deer Regional Hospital Centre
Red Deer Regional Hospital Centre is a major acute-care and referral hospital serving Red Deer and central Alberta, Canada.
-
D.
Grand River Hospital
Grand River Hospital is a major regional healthcare centre in Kitchener, Ontario, providing a wide range of acute, cancer, and specialized medical services to the surrounding community.
-
E.
University of Alberta Hospital
The University of Alberta Hospital is a major teaching and research hospital in Edmonton, Canada, serving as a primary clinical center for advanced care and medical education.
- 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 Hospital Triple: [Lloydminster cross-border area, hasHealthFacility, Lloydminster Hospital]
Generated description
Lloydminster Hospital is a regional medical facility serving the unique cross-border community of Lloydminster, which spans the provinces of Alberta and Saskatchewan in Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lloydminster Hospital Target entity description: Lloydminster Hospital is a regional medical facility serving the unique cross-border community of Lloydminster, which spans the provinces of Alberta and Saskatchewan in Canada.
-
A.
Grande Prairie Regional Hospital
Grande Prairie Regional Hospital is a major acute-care and specialized medical facility serving the city of Grande Prairie and the surrounding region in northwestern Alberta, Canada.
-
B.
Yorkton Regional Health Centre
Yorkton Regional Health Centre is a major hospital and healthcare facility serving Yorkton and the surrounding region in Saskatchewan, Canada.
-
C.
Red Deer Regional Hospital Centre
Red Deer Regional Hospital Centre is a major acute-care and referral hospital serving Red Deer and central Alberta, Canada.
-
D.
Grand River Hospital
Grand River Hospital is a major regional healthcare centre in Kitchener, Ontario, providing a wide range of acute, cancer, and specialized medical services to the surrounding community.
-
E.
University of Alberta Hospital
The University of Alberta Hospital is a major teaching and research hospital in Edmonton, Canada, serving as a primary clinical center for advanced care and medical education.
- 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.