Triple

T7602995
Position Surface form Disambiguated ID Type / Status
Subject Chiang Mai University E180029 entity
Predicate hasNotableFacility P105 FINISHED
Object 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.
 E675948 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: Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital) | Statement: [Chiang Mai University, hasNotableFacility, Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital)
Context triple: [Chiang Mai University, hasNotableFacility, Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai 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. Chiang Mai University
    Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
  • C. 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.
  • D. Mahidol University
    Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
  • E. Phaya Thai Campus
    Phaya Thai Campus is a major urban campus of Mahidol University in Bangkok, known for its medical and health sciences faculties and affiliated teaching hospitals.
  • 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: Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital)
Triple: [Chiang Mai University, hasNotableFacility, Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chiang Mai University Hospital (Maharaj Nakorn Chiang Mai Hospital)
Target entity description: 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.
  • A. Ramathibodi Hospital
    Ramathibodi Hospital is a major teaching and referral hospital in Bangkok, Thailand, affiliated with Mahidol University’s Faculty of Medicine.
  • B. Chiang Mai University
    Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
  • C. 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.
  • D. Mahidol University
    Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
  • E. Phaya Thai Campus
    Phaya Thai Campus is a major urban campus of Mahidol University in Bangkok, known for its medical and health sciences faculties and affiliated teaching hospitals.
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9fa633081909660f653f5b073cd completed March 27, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8684a98fc8190b3d0568f13ccd123 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c8691bf25881909585bb04404f90da completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c8698f70a081909633b3b6d7fd45e1 completed March 28, 2026, 11:51 p.m.
Created at: March 27, 2026, 3:54 p.m.