Triple

T2957612
Position Surface form Disambiguated ID Type / Status
Subject Thai government E79968 entity
Predicate hasMinistry P2820 FINISHED
Object 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.
 E313540 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: Ministry of Public Health (Thailand) | Statement: [Thai government, hasMinistry, Ministry of Public Health (Thailand)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Public Health (Thailand)
Context triple: [Thai government, hasMinistry, Ministry of Public Health (Thailand)]
  • A. Ministry of Health (Myanmar)
    The Ministry of Health (Myanmar) is the national government body responsible for formulating and implementing public health policy, healthcare services, and medical education across Myanmar.
  • B. Ministry of Health
    The Ministry of Health was the former UK government department responsible for national public health and healthcare policy before its functions were taken over by successor bodies.
  • C. Vietnamese Ministry of Health
    The Vietnamese Ministry of Health is the central government body responsible for national health policy, public health management, and regulation of medical services and education in Vietnam.
  • D. Ministry of Interior of Thailand
    The Ministry of Interior of Thailand is a key government ministry responsible for internal administration, local governance, public security, and oversight of provincial and municipal authorities across the country.
  • E. Department of Health of the Philippines
    The Department of Health of the Philippines is the national executive agency responsible for formulating health policies, managing public health programs, and overseeing the country’s healthcare system.
  • 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: Ministry of Public Health (Thailand)
Triple: [Thai government, hasMinistry, Ministry of Public Health (Thailand)]
Generated description
The Ministry of Public Health (Thailand) is the national government agency responsible for overseeing public health policy, healthcare services, and disease prevention across Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Public Health (Thailand)
Target entity description: The Ministry of Public Health (Thailand) is the national government agency responsible for overseeing public health policy, healthcare services, and disease prevention across Thailand.
  • A. Ministry of Health (Myanmar)
    The Ministry of Health (Myanmar) is the national government body responsible for formulating and implementing public health policy, healthcare services, and medical education across Myanmar.
  • B. Ministry of Health
    The Ministry of Health was the former UK government department responsible for national public health and healthcare policy before its functions were taken over by successor bodies.
  • C. Vietnamese Ministry of Health
    The Vietnamese Ministry of Health is the central government body responsible for national health policy, public health management, and regulation of medical services and education in Vietnam.
  • D. Ministry of Interior of Thailand
    The Ministry of Interior of Thailand is a key government ministry responsible for internal administration, local governance, public security, and oversight of provincial and municipal authorities across the country.
  • E. Department of Health of the Philippines
    The Department of Health of the Philippines is the national executive agency responsible for formulating health policies, managing public health programs, and overseeing the country’s healthcare system.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992b33e081909d22a19d5064c47d completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc8a10848190b8eec482252eb76b completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd407bd08190b62788e8d1cdd205 completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0fd91541c8190a481b55eb9b0ac35 completed March 11, 2026, 5:28 a.m.
Created at: March 8, 2026, 2:57 p.m.