Triple

T13428303
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Public Health (Thailand) E313540 entity
Predicate oversees P46 FINISHED
Object Department of Medical Services (Thailand)
The Department of Medical Services (Thailand) is a key government agency responsible for managing and improving the country’s hospital and specialized medical care system.
 E1038413 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: Department of Medical Services (Thailand) | Statement: [Ministry of Public Health (Thailand), oversees, Department of Medical Services (Thailand)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Medical Services (Thailand)
Context triple: [Ministry of Public Health (Thailand), oversees, Department of Medical Services (Thailand)]
  • A. Royal Thai Army Medical Department
    The Royal Thai Army Medical Department is the branch of Thailand’s army responsible for providing medical services, healthcare support, and medical logistics to military personnel and related operations.
  • B. Ministry of Public Health (Thailand)
    The Ministry of Public Health (Thailand) is the national government agency responsible for overseeing public health policy, healthcare services, and disease prevention across Thailand.
  • C. Ministry of Defence of Thailand
    The Ministry of Defence of Thailand is the government department responsible for formulating national defense policy and overseeing the country’s military forces and security strategy.
  • D. 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.
  • E. 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.
  • 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: Department of Medical Services (Thailand)
Triple: [Ministry of Public Health (Thailand), oversees, Department of Medical Services (Thailand)]
Generated description
The Department of Medical Services (Thailand) is a key government agency responsible for managing and improving the country’s hospital and specialized medical care system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of Medical Services (Thailand)
Target entity description: The Department of Medical Services (Thailand) is a key government agency responsible for managing and improving the country’s hospital and specialized medical care system.
  • A. Royal Thai Army Medical Department
    The Royal Thai Army Medical Department is the branch of Thailand’s army responsible for providing medical services, healthcare support, and medical logistics to military personnel and related operations.
  • B. Ministry of Public Health (Thailand)
    The Ministry of Public Health (Thailand) is the national government agency responsible for overseeing public health policy, healthcare services, and disease prevention across Thailand.
  • C. Ministry of Defence of Thailand
    The Ministry of Defence of Thailand is the government department responsible for formulating national defense policy and overseeing the country’s military forces and security strategy.
  • D. 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.
  • E. 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.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed1f9208190bf5ef5b8a7ded376 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f730883cb48190add9469c48dc3e89 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:40 p.m.