Triple
T8838579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subang Jaya |
E210328
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Sunway Medical Centre
Sunway Medical Centre is a major private tertiary healthcare hospital in Malaysia known for its comprehensive medical services and advanced facilities.
|
E762911
|
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: Sunway Medical Centre | Statement: [Subang Jaya, hasHospital, Sunway Medical Centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunway Medical Centre Context triple: [Subang Jaya, hasHospital, Sunway Medical Centre]
-
A.
Subang Jaya Medical Centre
Subang Jaya Medical Centre is a major private tertiary care hospital in Malaysia known for its comprehensive medical services and advanced healthcare facilities.
-
B.
Tan Tock Seng Hospital
Tan Tock Seng Hospital is one of Singapore’s largest and oldest public hospitals, renowned for its role in infectious disease management and as a major teaching and research institution.
-
C.
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.
-
D.
Hospital Raja Permaisuri Bainun
Hospital Raja Permaisuri Bainun is a major public tertiary referral and teaching hospital located in Ipoh, Perak, Malaysia.
-
E.
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.
- 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: Sunway Medical Centre Triple: [Subang Jaya, hasHospital, Sunway Medical Centre]
Generated description
Sunway Medical Centre is a major private tertiary healthcare hospital in Malaysia known for its comprehensive medical services and advanced facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sunway Medical Centre Target entity description: Sunway Medical Centre is a major private tertiary healthcare hospital in Malaysia known for its comprehensive medical services and advanced facilities.
-
A.
Subang Jaya Medical Centre
Subang Jaya Medical Centre is a major private tertiary care hospital in Malaysia known for its comprehensive medical services and advanced healthcare facilities.
-
B.
Tan Tock Seng Hospital
Tan Tock Seng Hospital is one of Singapore’s largest and oldest public hospitals, renowned for its role in infectious disease management and as a major teaching and research institution.
-
C.
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.
-
D.
Hospital Raja Permaisuri Bainun
Hospital Raja Permaisuri Bainun is a major public tertiary referral and teaching hospital located in Ipoh, Perak, Malaysia.
-
E.
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.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0721430819091abe8c13a745725 |
completed | April 3, 2026, 11:11 a.m. |
| NEDg | Description generation | batch_69cfa14f0f3c8190bf7081e51410a491 |
completed | April 3, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28589708190b8fc32f4944d0a37 |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:48 p.m.