Triple

T2957609

Position	Surface form	Disambiguated ID	Type / Status
Subject	Thai government	`E79968`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Foreign Affairs (Thailand) The Ministry of Foreign Affairs of Thailand is the government agency responsible for managing the country’s diplomatic relations, foreign policy, and international cooperation.	`E313539`	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 Foreign Affairs (Thailand) | Statement: [Thai government, hasMinistry, Ministry of Foreign Affairs (Thailand)]

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

Target entity: Ministry of Foreign Affairs (Thailand)
Context triple: [Thai government, hasMinistry, Ministry of Foreign Affairs (Thailand)]

A. 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.
B. Council of Ministers of Thailand
The Council of Ministers of Thailand is the country’s executive cabinet, headed by the Prime Minister and responsible for directing national policy and administering the government.
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. Ministry of Finance of Thailand
The Ministry of Finance of Thailand is the government agency responsible for national fiscal policy, budgeting, taxation, and overall financial and economic management of the country.
E. United States Ambassador to Thailand
The United States Ambassador to Thailand is the chief diplomatic representative of the U.S. government in Thailand, responsible for managing bilateral relations and overseeing the U.S. embassy in Bangkok.
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 Foreign Affairs (Thailand)
Triple: [Thai government, hasMinistry, Ministry of Foreign Affairs (Thailand)]

Generated description

The Ministry of Foreign Affairs of Thailand is the government agency responsible for managing the country’s diplomatic relations, foreign policy, and international cooperation.

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

Target entity: Ministry of Foreign Affairs (Thailand)
Target entity description: The Ministry of Foreign Affairs of Thailand is the government agency responsible for managing the country’s diplomatic relations, foreign policy, and international cooperation.

A. 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.
B. Council of Ministers of Thailand
The Council of Ministers of Thailand is the country’s executive cabinet, headed by the Prime Minister and responsible for directing national policy and administering the government.
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. Ministry of Finance of Thailand
The Ministry of Finance of Thailand is the government agency responsible for national fiscal policy, budgeting, taxation, and overall financial and economic management of the country.
E. United States Ambassador to Thailand
The United States Ambassador to Thailand is the chief diplomatic representative of the U.S. government in Thailand, responsible for managing bilateral relations and overseeing the U.S. embassy in Bangkok.
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.