Triple

T13428309

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Public Health (Thailand)	`E313540`	entity
Predicate	oversees	`P46`	FINISHED
Object	Food and Drug Administration (Thailand) The Food and Drug Administration (Thailand) is the national regulatory authority responsible for ensuring the safety, quality, and efficacy of foods, medicines, medical devices, and related health products in Thailand.	`E1038418`	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: Food and Drug Administration (Thailand) | Statement: [Ministry of Public Health (Thailand), oversees, Food and Drug Administration (Thailand)]

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

Target entity: Food and Drug Administration (Thailand)
Context triple: [Ministry of Public Health (Thailand), oversees, Food and Drug Administration (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. Pharmaceuticals and Medical Devices Agency Japan
The Pharmaceuticals and Medical Devices Agency (PMDA) is Japan’s regulatory authority responsible for the review, approval, and safety monitoring of pharmaceuticals and medical devices.
C. Ministry of Agriculture and Cooperatives of Thailand
The Ministry of Agriculture and Cooperatives of Thailand is the government agency responsible for national agricultural policy, rural development, and the promotion and regulation of cooperatives across the country.
D. Food and Drug Administration
The Food and Drug Administration is a U.S. federal agency responsible for protecting public health by regulating food, drugs, medical devices, and other consumer products.
E. COFEPRIS
COFEPRIS is Mexico’s national health regulatory authority responsible for overseeing the safety of medicines, medical devices, food, and other products that pose sanitary risks.
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: Food and Drug Administration (Thailand)
Triple: [Ministry of Public Health (Thailand), oversees, Food and Drug Administration (Thailand)]

Generated description

The Food and Drug Administration (Thailand) is the national regulatory authority responsible for ensuring the safety, quality, and efficacy of foods, medicines, medical devices, and related health products in Thailand.

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

Target entity: Food and Drug Administration (Thailand)
Target entity description: The Food and Drug Administration (Thailand) is the national regulatory authority responsible for ensuring the safety, quality, and efficacy of foods, medicines, medical devices, and related health products in 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. Pharmaceuticals and Medical Devices Agency Japan
The Pharmaceuticals and Medical Devices Agency (PMDA) is Japan’s regulatory authority responsible for the review, approval, and safety monitoring of pharmaceuticals and medical devices.
C. Ministry of Agriculture and Cooperatives of Thailand
The Ministry of Agriculture and Cooperatives of Thailand is the government agency responsible for national agricultural policy, rural development, and the promotion and regulation of cooperatives across the country.
D. Food and Drug Administration
The Food and Drug Administration is a U.S. federal agency responsible for protecting public health by regulating food, drugs, medical devices, and other consumer products.
E. COFEPRIS
COFEPRIS is Mexico’s national health regulatory authority responsible for overseeing the safety of medicines, medical devices, food, and other products that pose sanitary risks.
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.