Triple
T9820817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tan Tock Seng Hospital |
E238524
|
entity |
| Predicate | network |
P2637
|
FINISHED |
| Object | National Healthcare Group hospitals |
E805987
|
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: National Healthcare Group hospitals | Statement: [Tan Tock Seng Hospital, network, National Healthcare Group hospitals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Healthcare Group hospitals Context triple: [Tan Tock Seng Hospital, network, National Healthcare Group hospitals]
-
A.
National Healthcare Group
chosen
The National Healthcare Group is a leading Singaporean public healthcare provider that manages a network of hospitals, polyclinics, and specialty centers to deliver integrated care to the population.
-
B.
Forbes Hospital
Forbes Hospital is a regional acute-care medical center serving the Monroeville, Pennsylvania area with a range of inpatient and outpatient healthcare services.
-
C.
NightingaleHospitals
NightingaleHospitals refers to the temporary critical care facilities rapidly established in the UK during the COVID-19 pandemic, named in honor of nursing pioneer Florence Nightingale.
-
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.
Hospental
Hospental is a small historic village in the Swiss Alps, known for its strategic location at the crossroads of major mountain passes and its traditional alpine architecture.
- 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_69ca84dfde1481909f47c286d715f892 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb313134081908eb0ba3a22b22e2b |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc78ffcc8190bb26a224350376dc |
completed | April 5, 2026, 2:44 a.m. |
Created at: March 30, 2026, 8:31 p.m.