Triple
T9049454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | District 5, Ho Chi Minh City |
E216845
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
HCMC University Medical Center
HCMC University Medical Center is a major teaching and general hospital in Ho Chi Minh City, Vietnam, affiliated with the University of Medicine and Pharmacy and known for providing comprehensive medical services and clinical training.
|
E775973
|
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: HCMC University Medical Center | Statement: [District 5, Ho Chi Minh City, hasHospital, HCMC University Medical Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HCMC University Medical Center Context triple: [District 5, Ho Chi Minh City, hasHospital, HCMC University Medical Center]
-
A.
Ho Chi Minh City University of Medicine and Pharmacy
Ho Chi Minh City University of Medicine and Pharmacy is a leading Vietnamese public university specializing in medical and pharmaceutical education, research, and training for healthcare professionals.
-
B.
Hospital for Tropical Diseases, Ho Chi Minh City
The Hospital for Tropical Diseases in Ho Chi Minh City is a major specialized medical center in Vietnam dedicated to the diagnosis, treatment, and research of infectious and tropical diseases.
-
C.
Hanoi Medical University
Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical research.
-
D.
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.
-
E.
Vietnam National University Ho Chi Minh City
Vietnam National University Ho Chi Minh City is one of Vietnam’s leading multidisciplinary public university systems, comprising multiple member universities and research institutes and serving as a major center for higher education and scientific research in the southern region.
- 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: HCMC University Medical Center Triple: [District 5, Ho Chi Minh City, hasHospital, HCMC University Medical Center]
Generated description
HCMC University Medical Center is a major teaching and general hospital in Ho Chi Minh City, Vietnam, affiliated with the University of Medicine and Pharmacy and known for providing comprehensive medical services and clinical training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HCMC University Medical Center Target entity description: HCMC University Medical Center is a major teaching and general hospital in Ho Chi Minh City, Vietnam, affiliated with the University of Medicine and Pharmacy and known for providing comprehensive medical services and clinical training.
-
A.
Ho Chi Minh City University of Medicine and Pharmacy
Ho Chi Minh City University of Medicine and Pharmacy is a leading Vietnamese public university specializing in medical and pharmaceutical education, research, and training for healthcare professionals.
-
B.
Hospital for Tropical Diseases, Ho Chi Minh City
The Hospital for Tropical Diseases in Ho Chi Minh City is a major specialized medical center in Vietnam dedicated to the diagnosis, treatment, and research of infectious and tropical diseases.
-
C.
Hanoi Medical University
Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical research.
-
D.
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.
-
E.
Vietnam National University Ho Chi Minh City
Vietnam National University Ho Chi Minh City is one of Vietnam’s leading multidisciplinary public university systems, comprising multiple member universities and research institutes and serving as a major center for higher education and scientific research in the southern region.
- 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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc6b52cc1881909fb011d9a8af2e18 |
completed | April 1, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffdbd54848190ba79d873321f4fc9 |
completed | April 3, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69d000d2c5688190b014ce33c04ff875 |
completed | April 3, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001a1056c819083793547dbd4b1ee |
completed | April 3, 2026, 6:06 p.m. |
Created at: March 30, 2026, 7:10 p.m.