Triple
T2445245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton, Ontario |
E53375
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
St. Joseph's Healthcare Hamilton
St. Joseph's Healthcare Hamilton is a major academic and research hospital network in Hamilton, Ontario, providing a wide range of specialized and community health services.
|
E267107
|
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: St. Joseph's Healthcare Hamilton | Statement: [Hamilton, Ontario, hasHospital, St. Joseph's Healthcare Hamilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Joseph's Healthcare Hamilton Context triple: [Hamilton, Ontario, hasHospital, St. Joseph's Healthcare Hamilton]
-
A.
St. Joseph's Health Care London
St. Joseph's Health Care London is a major multi-site academic and teaching hospital system in London, Ontario, providing specialized and tertiary health services in partnership with Western University.
-
B.
Michael Garron Hospital
Michael Garron Hospital is a major community teaching hospital in Toronto, Ontario, providing a wide range of acute and specialized healthcare services.
-
C.
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.
-
D.
Guelph General Hospital
Guelph General Hospital is a community acute-care hospital in Guelph, Ontario, providing emergency, surgical, and inpatient services to the surrounding region.
-
E.
McGill University Health Centre
McGill University Health Centre is a major academic health network in Montreal that provides specialized clinical care, teaching, and research in affiliation with McGill University.
- 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: St. Joseph's Healthcare Hamilton Triple: [Hamilton, Ontario, hasHospital, St. Joseph's Healthcare Hamilton]
Generated description
St. Joseph's Healthcare Hamilton is a major academic and research hospital network in Hamilton, Ontario, providing a wide range of specialized and community health services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St. Joseph's Healthcare Hamilton Target entity description: St. Joseph's Healthcare Hamilton is a major academic and research hospital network in Hamilton, Ontario, providing a wide range of specialized and community health services.
-
A.
St. Joseph's Health Care London
St. Joseph's Health Care London is a major multi-site academic and teaching hospital system in London, Ontario, providing specialized and tertiary health services in partnership with Western University.
-
B.
Michael Garron Hospital
Michael Garron Hospital is a major community teaching hospital in Toronto, Ontario, providing a wide range of acute and specialized healthcare services.
-
C.
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.
-
D.
Guelph General Hospital
Guelph General Hospital is a community acute-care hospital in Guelph, Ontario, providing emergency, surgical, and inpatient services to the surrounding region.
-
E.
McGill University Health Centre
McGill University Health Centre is a major academic health network in Montreal that provides specialized clinical care, teaching, and research in affiliation with McGill University.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abca23ebe8819099a579a07c1bb708 |
completed | March 7, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0baa6448190a4046a039168b8fe |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef58eff2c81909cbf3346705940a3 |
completed | March 9, 2026, 4:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef656ae0c81908753cc5a8b5fe704 |
completed | March 9, 2026, 4:33 p.m. |
Created at: March 6, 2026, 9:43 p.m.