Triple

T11422700
Position Surface form Disambiguated ID Type / Status
Subject Ampang Jaya E270663 entity
Predicate hasHospital P105 FINISHED
Object Ampang Hospital
Ampang Hospital is a major public healthcare facility serving the population of Ampang Jaya and surrounding areas in Selangor, Malaysia.
 E924605 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: Ampang Hospital | Statement: [Ampang Jaya, hasHospital, Ampang Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ampang Hospital
Context triple: [Ampang Jaya, hasHospital, Ampang Hospital]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Hospital Raja Permaisuri Bainun
    Hospital Raja Permaisuri Bainun is a major public tertiary referral and teaching hospital located in Ipoh, Perak, Malaysia.
  • 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: Ampang Hospital
Triple: [Ampang Jaya, hasHospital, Ampang Hospital]
Generated description
Ampang Hospital is a major public healthcare facility serving the population of Ampang Jaya and surrounding areas in Selangor, Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ampang Hospital
Target entity description: Ampang Hospital is a major public healthcare facility serving the population of Ampang Jaya and surrounding areas in Selangor, Malaysia.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Hospital Raja Permaisuri Bainun
    Hospital Raja Permaisuri Bainun is a major public tertiary referral and teaching hospital located in Ipoh, Perak, Malaysia.
  • 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_69e5b8a1e88c8190994bea88a0490e60 completed April 20, 2026, 5:24 a.m.
NEDg Description generation batch_69e5c28e2dd481909b45a43b5825f393 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c4722c348190a4c49edb1f6df240 completed April 20, 2026, 6:15 a.m.
Created at: April 8, 2026, 9:34 p.m.