Triple
T9528121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singapore General Hospital Campus |
E229813
|
entity |
| Predicate | affiliatedWith |
P254
|
FINISHED |
| Object |
SingHealth Duke-NUS Academic Medical Centre
SingHealth Duke-NUS Academic Medical Centre is a leading academic healthcare partnership in Singapore that integrates clinical care, medical education, and research across the SingHealth cluster and Duke-NUS Medical School.
|
E229813
|
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: SingHealth Duke-NUS Academic Medical Centre | Statement: [Singapore General Hospital Campus, affiliatedWith, SingHealth Duke-NUS Academic Medical Centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SingHealth Duke-NUS Academic Medical Centre Context triple: [Singapore General Hospital Campus, affiliatedWith, SingHealth Duke-NUS Academic Medical Centre]
-
A.
Duke-NUS Medical School
Duke-NUS Medical School is a graduate medical school in Singapore formed through a collaboration between Duke University and the National University of Singapore, focusing on innovative medical education and research.
-
B.
Singapore General Hospital Campus
Singapore General Hospital Campus is a major medical and academic hub in Singapore that houses the country’s oldest and largest tertiary hospital along with affiliated research and education facilities.
-
C.
Lee Kong Chian School of Medicine
Lee Kong Chian School of Medicine is a Singaporean medical school established through a collaboration between Nanyang Technological University and Imperial College London, known for its innovative, research-driven medical education.
-
D.
Ministry of Health Singapore
The Ministry of Health Singapore is the government ministry responsible for overseeing the nation’s healthcare system, public health policies, and regulation of medical services and institutions.
-
E.
Changi General Hospital
Changi General Hospital is a major public acute care hospital in eastern Singapore known for providing comprehensive medical services and serving as a key clinical training and research site.
- 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: SingHealth Duke-NUS Academic Medical Centre Triple: [Singapore General Hospital Campus, affiliatedWith, SingHealth Duke-NUS Academic Medical Centre]
Generated description
SingHealth Duke-NUS Academic Medical Centre is a leading academic healthcare partnership in Singapore that integrates clinical care, medical education, and research across the SingHealth cluster and Duke-NUS Medical School.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SingHealth Duke-NUS Academic Medical Centre Target entity description: SingHealth Duke-NUS Academic Medical Centre is a leading academic healthcare partnership in Singapore that integrates clinical care, medical education, and research across the SingHealth cluster and Duke-NUS Medical School.
-
A.
Duke-NUS Medical School
Duke-NUS Medical School is a graduate medical school in Singapore formed through a collaboration between Duke University and the National University of Singapore, focusing on innovative medical education and research.
-
B.
Singapore General Hospital Campus
chosen
Singapore General Hospital Campus is a major medical and academic hub in Singapore that houses the country’s oldest and largest tertiary hospital along with affiliated research and education facilities.
-
C.
Lee Kong Chian School of Medicine
Lee Kong Chian School of Medicine is a Singaporean medical school established through a collaboration between Nanyang Technological University and Imperial College London, known for its innovative, research-driven medical education.
-
D.
Ministry of Health Singapore
The Ministry of Health Singapore is the government ministry responsible for overseeing the nation’s healthcare system, public health policies, and regulation of medical services and institutions.
-
E.
Changi General Hospital
Changi General Hospital is a major public acute care hospital in eastern Singapore known for providing comprehensive medical services and serving as a key clinical training and research site.
- F. None of above.
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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b0466081908eb637e2185dea37 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c30c6008190b2eff99d74f18070 |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14ea0ae408190bcb375a2540c3221 |
completed | April 4, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14f13fcdc8190a227d756f1342f16 |
completed | April 4, 2026, 5:49 p.m. |
Created at: March 30, 2026, 8 p.m.