Triple
T9728697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changi General Hospital |
E235680
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | SingHealth cluster |
E805972
|
NE FINISHED |
How this triple was built (2 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 cluster | Statement: [Changi General Hospital, isPartOf, SingHealth cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SingHealth cluster Context triple: [Changi General Hospital, isPartOf, SingHealth cluster]
-
A.
SingHealth
chosen
SingHealth is Singapore’s largest public healthcare cluster, overseeing a network of hospitals, national specialty centers, and polyclinics that provide comprehensive medical services, education, and research.
-
B.
SingHealth Academia
SingHealth Academia is a major medical education and research facility in Singapore that supports training, simulation, and academic collaboration for the SingHealth healthcare cluster.
-
C.
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.
-
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.
National Heart Centre Singapore
National Heart Centre Singapore is a leading tertiary cardiac care and research institution in Singapore, providing specialized heart treatment, surgery, and cardiovascular services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eafa3a88190bc62924d94b89cd8 |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1afba5ec081908044a4aefdc6f9ee |
completed | April 5, 2026, 12:41 a.m. |
Created at: March 30, 2026, 8:21 p.m.