Triple
T9528223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Health (Singapore) |
E229815
|
entity |
| Predicate | subordinateAgency |
P23339
|
FINISHED |
| Object |
National University Health System
The National University Health System is one of Singapore’s major public healthcare clusters, integrating academic medicine, clinical care, and research across hospitals, national specialty centers, and primary care institutions.
|
E805988
|
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: National University Health System | Statement: [Ministry of Health (Singapore), subordinateAgency, National University Health System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National University Health System Context triple: [Ministry of Health (Singapore), subordinateAgency, National University Health System]
-
A.
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.
-
B.
UST Hospital
UST Hospital is a major teaching and training hospital in Manila, Philippines, affiliated with the University of Santo Tomas and known for providing comprehensive medical and healthcare services.
-
C.
Philippine Heart Center
The Philippine Heart Center is a specialized government-owned hospital in Quezon City renowned for providing advanced cardiovascular care, surgery, and training in the Philippines.
-
D.
Ruber International Hospital
Ruber International Hospital is a prominent private medical center in Madrid, Spain, known for serving high-profile patients including members of the Spanish royal family.
-
E.
University Hospital
University Hospital is the primary teaching and referral medical center affiliated with the University of South Alabama, providing advanced inpatient and specialty care to the 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: National University Health System Triple: [Ministry of Health (Singapore), subordinateAgency, National University Health System]
Generated description
The National University Health System is one of Singapore’s major public healthcare clusters, integrating academic medicine, clinical care, and research across hospitals, national specialty centers, and primary care institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National University Health System Target entity description: The National University Health System is one of Singapore’s major public healthcare clusters, integrating academic medicine, clinical care, and research across hospitals, national specialty centers, and primary care institutions.
-
A.
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.
-
B.
UST Hospital
UST Hospital is a major teaching and training hospital in Manila, Philippines, affiliated with the University of Santo Tomas and known for providing comprehensive medical and healthcare services.
-
C.
Philippine Heart Center
The Philippine Heart Center is a specialized government-owned hospital in Quezon City renowned for providing advanced cardiovascular care, surgery, and training in the Philippines.
-
D.
Ruber International Hospital
Ruber International Hospital is a prominent private medical center in Madrid, Spain, known for serving high-profile patients including members of the Spanish royal family.
-
E.
University Hospital
University Hospital is the primary teaching and referral medical center affiliated with the University of South Alabama, providing advanced inpatient and specialty care to the 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_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.