Triple
T11422701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampang Jaya |
E270663
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
KPJ Ampang Puteri Specialist Hospital
KPJ Ampang Puteri Specialist Hospital is a private specialist medical center in Ampang, Selangor, Malaysia, offering a wide range of tertiary healthcare services under the KPJ Healthcare network.
|
E925935
|
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: KPJ Ampang Puteri Specialist Hospital | Statement: [Ampang Jaya, hasHospital, KPJ Ampang Puteri Specialist Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KPJ Ampang Puteri Specialist Hospital Context triple: [Ampang Jaya, hasHospital, KPJ Ampang Puteri Specialist Hospital]
-
A.
Ampang Hospital
Ampang Hospital is a major public healthcare facility serving the population of Ampang Jaya and surrounding areas in Selangor, Malaysia.
-
B.
Sunway Medical Centre
Sunway Medical Centre is a major private tertiary healthcare hospital in Malaysia known for its comprehensive medical services and advanced facilities.
-
C.
Hospital Raja Permaisuri Bainun
Hospital Raja Permaisuri Bainun is a major public tertiary referral and teaching hospital located in Ipoh, Perak, Malaysia.
-
D.
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.
-
E.
University of Malaya Medical Centre
University of Malaya Medical Centre is a major teaching and tertiary care hospital in Kuala Lumpur that serves as the primary clinical training facility for the University of Malaya’s medical and health sciences programs.
- 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: KPJ Ampang Puteri Specialist Hospital Triple: [Ampang Jaya, hasHospital, KPJ Ampang Puteri Specialist Hospital]
Generated description
KPJ Ampang Puteri Specialist Hospital is a private specialist medical center in Ampang, Selangor, Malaysia, offering a wide range of tertiary healthcare services under the KPJ Healthcare network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KPJ Ampang Puteri Specialist Hospital Target entity description: KPJ Ampang Puteri Specialist Hospital is a private specialist medical center in Ampang, Selangor, Malaysia, offering a wide range of tertiary healthcare services under the KPJ Healthcare network.
-
A.
Ampang Hospital
Ampang Hospital is a major public healthcare facility serving the population of Ampang Jaya and surrounding areas in Selangor, Malaysia.
-
B.
Sunway Medical Centre
Sunway Medical Centre is a major private tertiary healthcare hospital in Malaysia known for its comprehensive medical services and advanced facilities.
-
C.
Hospital Raja Permaisuri Bainun
Hospital Raja Permaisuri Bainun is a major public tertiary referral and teaching hospital located in Ipoh, Perak, Malaysia.
-
D.
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.
-
E.
University of Malaya Medical Centre
University of Malaya Medical Centre is a major teaching and tertiary care hospital in Kuala Lumpur that serves as the primary clinical training facility for the University of Malaya’s medical and health sciences programs.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d801b357e88190ace56d36a945688f |
completed | April 9, 2026, 7:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d36004cc81908222321af88d2903 |
completed | April 20, 2026, 7:18 a.m. |
| NEDg | Description generation | batch_69e5d659fd7c819090b168168e355cb8 |
completed | April 20, 2026, 7:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5d7f238cc8190a1c2dd26bdc5ff77 |
completed | April 20, 2026, 7:38 a.m. |
Created at: April 8, 2026, 9:34 p.m.