Triple

T13428308

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Public Health (Thailand)	`E313540`	entity
Predicate	oversees	`P46`	FINISHED
Object	Department of Health Service Support (Thailand) The Department of Health Service Support (Thailand) is a government agency responsible for regulating, promoting, and supporting health service provision and related public health activities across the country.	`E1038417`	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 Health Service Support (Thailand) | Statement: [Ministry of Public Health (Thailand), oversees, Department of Health Service Support (Thailand)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Department of Health Service Support (Thailand)
Context triple: [Ministry of Public Health (Thailand), oversees, Department of Health Service Support (Thailand)]

A. 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.
B. Revenue Department of Thailand
The Revenue Department of Thailand is the government agency responsible for administering and collecting major national taxes and duties in Thailand.
C. 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.
D. 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.
E. 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.
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 Health Service Support (Thailand)
Triple: [Ministry of Public Health (Thailand), oversees, Department of Health Service Support (Thailand)]

Generated description

The Department of Health Service Support (Thailand) is a government agency responsible for regulating, promoting, and supporting health service provision and related public health activities across the country.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Department of Health Service Support (Thailand)
Target entity description: The Department of Health Service Support (Thailand) is a government agency responsible for regulating, promoting, and supporting health service provision and related public health activities across the country.

A. 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.
B. Revenue Department of Thailand
The Revenue Department of Thailand is the government agency responsible for administering and collecting major national taxes and duties in Thailand.
C. 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.
D. 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.
E. 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.
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.