Triple

T11315360
Position Surface form Disambiguated ID Type / Status
Subject Nonthaburi Province E267950 entity
Predicate hasHealthcareFacility P12416 FINISHED
Object Nonthaburi Hospital
Nonthaburi Hospital is a major public medical center in central Thailand that provides comprehensive healthcare services to residents of Nonthaburi and surrounding areas.
 E917478 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: Nonthaburi Hospital | Statement: [Nonthaburi Province, hasHealthcareFacility, Nonthaburi Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nonthaburi Hospital
Context triple: [Nonthaburi Province, hasHealthcareFacility, Nonthaburi Hospital]
  • A. Ramathibodi Hospital
    Ramathibodi Hospital is a major teaching and referral hospital in Bangkok, Thailand, affiliated with Mahidol University’s Faculty of Medicine.
  • B. Kalafong Hospital
    Kalafong Hospital is a major public teaching hospital in Pretoria, South Africa, serving as a clinical training site and healthcare provider for the surrounding communities.
  • C. Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital)
    Chiang Mai University Hospital, also known as Maharaj Nakorn Chiang Mai Hospital, is a major teaching and referral hospital in northern Thailand providing comprehensive medical services and clinical training.
  • D. Faculty of Medicine Siriraj Hospital
    The Faculty of Medicine Siriraj Hospital is a leading medical school and teaching hospital in Thailand, renowned for its clinical education, research, and healthcare services.
  • E. Tata Main Hospital
    Tata Main Hospital is a major multi-specialty healthcare institution in Jamshedpur, serving the medical needs of the city’s industrial workforce and surrounding communities.
  • 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: Nonthaburi Hospital
Triple: [Nonthaburi Province, hasHealthcareFacility, Nonthaburi Hospital]
Generated description
Nonthaburi Hospital is a major public medical center in central Thailand that provides comprehensive healthcare services to residents of Nonthaburi and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nonthaburi Hospital
Target entity description: Nonthaburi Hospital is a major public medical center in central Thailand that provides comprehensive healthcare services to residents of Nonthaburi and surrounding areas.
  • A. Ramathibodi Hospital
    Ramathibodi Hospital is a major teaching and referral hospital in Bangkok, Thailand, affiliated with Mahidol University’s Faculty of Medicine.
  • B. Kalafong Hospital
    Kalafong Hospital is a major public teaching hospital in Pretoria, South Africa, serving as a clinical training site and healthcare provider for the surrounding communities.
  • C. Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital)
    Chiang Mai University Hospital, also known as Maharaj Nakorn Chiang Mai Hospital, is a major teaching and referral hospital in northern Thailand providing comprehensive medical services and clinical training.
  • D. Faculty of Medicine Siriraj Hospital
    The Faculty of Medicine Siriraj Hospital is a leading medical school and teaching hospital in Thailand, renowned for its clinical education, research, and healthcare services.
  • E. Tata Main Hospital
    Tata Main Hospital is a major multi-specialty healthcare institution in Jamshedpur, serving the medical needs of the city’s industrial workforce and surrounding communities.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9c2c7b081909af8acebc8aa93aa completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a9e66588190b71e0f60133a8995 completed April 19, 2026, 5:02 p.m.
NEDg Description generation batch_69e510fc537c8190bbf11c8fd6e5764b completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516d0910481908fee176db0d9229b completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.