Triple
T2035222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duke-NUS Medical School |
E44609
|
entity |
| Predicate | partnerHospital |
P469
|
FINISHED |
| Object |
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.
|
E235680
|
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: Changi General Hospital | Statement: [Duke-NUS Medical School, partnerHospital, Changi General Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changi General Hospital Context triple: [Duke-NUS Medical School, partnerHospital, Changi General Hospital]
-
A.
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.
-
B.
National University Hospital
National University Hospital is a major tertiary teaching hospital and academic medical center in Singapore, known for providing comprehensive specialist care and serving as a key clinical training site for medical education and research.
-
C.
Al Jalila
Al Jalila is a member of Dubai’s ruling Al Maktoum family and the daughter of Sheikh Mohammed bin Rashid Al Maktoum, Ruler of Dubai and Prime Minister of the United Arab Emirates.
-
D.
Sun Yat-sen Memorial Hospital
Sun Yat-sen Memorial Hospital is a major teaching and research hospital in China affiliated with Sun Yat-sen University.
-
E.
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.
- 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: Changi General Hospital Triple: [Duke-NUS Medical School, partnerHospital, Changi General Hospital]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changi General Hospital Target entity description: 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.
-
A.
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.
-
B.
National University Hospital
National University Hospital is a major tertiary teaching hospital and academic medical center in Singapore, known for providing comprehensive specialist care and serving as a key clinical training site for medical education and research.
-
C.
Al Jalila
Al Jalila is a member of Dubai’s ruling Al Maktoum family and the daughter of Sheikh Mohammed bin Rashid Al Maktoum, Ruler of Dubai and Prime Minister of the United Arab Emirates.
-
D.
Sun Yat-sen Memorial Hospital
Sun Yat-sen Memorial Hospital is a major teaching and research hospital in China affiliated with Sun Yat-sen University.
-
E.
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.
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abbdbfe6188190a32ab023660312bd |
completed | March 7, 2026, 5:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae517e7c2481909d2840a734eed96b |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae51e8aaa48190919397831d46db23 |
completed | March 9, 2026, 4:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae526dd8608190baefb3101884c83f |
completed | March 9, 2026, 4:54 a.m. |
Created at: March 4, 2026, 7:39 p.m.