Triple
T11282837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton General Hospital |
E267105
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Hamilton Health Sciences
Hamilton Health Sciences is a large academic hospital network in Hamilton, Ontario, providing a wide range of specialized and tertiary healthcare services across multiple hospital sites.
|
E915345
|
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: Hamilton Health Sciences | Statement: [Hamilton General Hospital, partOf, Hamilton Health Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton Health Sciences Context triple: [Hamilton General Hospital, partOf, Hamilton Health Sciences]
-
A.
McMaster University Health Sciences Centre
McMaster University Health Sciences Centre is a major academic medical complex in Hamilton, Ontario, integrating healthcare, research, and education as part of McMaster University’s health sciences faculty.
-
B.
Sunnybrook Health Sciences Centre
Sunnybrook Health Sciences Centre is a major academic hospital and trauma centre in Toronto, Ontario, affiliated with the University of Toronto and known for its leading research and specialized clinical care.
-
C.
University of Toronto Faculty of Medicine
The University of Toronto Faculty of Medicine is a leading Canadian medical school renowned for its research-intensive programs, clinical training, and contributions to global health and medical innovation.
-
D.
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.
-
E.
The Ottawa Hospital
The Ottawa Hospital is a major academic health sciences center in Ottawa, Canada, providing tertiary care, research, and teaching in partnership with the University of Ottawa.
- 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: Hamilton Health Sciences Triple: [Hamilton General Hospital, partOf, Hamilton Health Sciences]
Generated description
Hamilton Health Sciences is a large academic hospital network in Hamilton, Ontario, providing a wide range of specialized and tertiary healthcare services across multiple hospital sites.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton Health Sciences Target entity description: Hamilton Health Sciences is a large academic hospital network in Hamilton, Ontario, providing a wide range of specialized and tertiary healthcare services across multiple hospital sites.
-
A.
McMaster University Health Sciences Centre
McMaster University Health Sciences Centre is a major academic medical complex in Hamilton, Ontario, integrating healthcare, research, and education as part of McMaster University’s health sciences faculty.
-
B.
Sunnybrook Health Sciences Centre
Sunnybrook Health Sciences Centre is a major academic hospital and trauma centre in Toronto, Ontario, affiliated with the University of Toronto and known for its leading research and specialized clinical care.
-
C.
University of Toronto Faculty of Medicine
The University of Toronto Faculty of Medicine is a leading Canadian medical school renowned for its research-intensive programs, clinical training, and contributions to global health and medical innovation.
-
D.
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.
-
E.
The Ottawa Hospital
The Ottawa Hospital is a major academic health sciences center in Ottawa, Canada, providing tertiary care, research, and teaching in partnership with the University of Ottawa.
- 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_69d6aac8c2f48190ad0596f1f89f0470 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e96e15708190b3a1cccfbbe65882 |
completed | April 9, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4f471490081909036362c58e1e727 |
completed | April 19, 2026, 3:27 p.m. |
| NEDg | Description generation | batch_69e4f95be4b08190bebb2078406cb7ba |
completed | April 19, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ff6b7d248190b4dd885280e09a8e |
completed | April 19, 2026, 4:14 p.m. |
Created at: April 8, 2026, 9:31 p.m.