Triple

T7696801

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Finance of Thailand	`E174389`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Customs Department of Thailand The Customs Department of Thailand is the national authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws at the country’s borders.	`E682211`	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: Customs Department of Thailand | Statement: [Ministry of Finance of Thailand, hasDivision, Customs Department of Thailand]

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

Target entity: Customs Department of Thailand
Context triple: [Ministry of Finance of Thailand, hasDivision, Customs Department of 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. 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.
C. 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.
D. Department of Airports (Thailand)
The Department of Airports (Thailand) is a Thai government agency responsible for managing and operating numerous regional and domestic airports across the country.
E. Royal Thai Police
The Royal Thai Police is the national law enforcement agency of Thailand responsible for maintaining public order, preventing and investigating crime, and enforcing the country’s laws.
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: Customs Department of Thailand
Triple: [Ministry of Finance of Thailand, hasDivision, Customs Department of Thailand]

Generated description

The Customs Department of Thailand is the national authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws at the country’s borders.

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

Target entity: Customs Department of Thailand
Target entity description: The Customs Department of Thailand is the national authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws at the country’s borders.

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. 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.
C. 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.
D. Department of Airports (Thailand)
The Department of Airports (Thailand) is a Thai government agency responsible for managing and operating numerous regional and domestic airports across the country.
E. Royal Thai Police
The Royal Thai Police is the national law enforcement agency of Thailand responsible for maintaining public order, preventing and investigating crime, and enforcing the country’s laws.
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_69c6995a72cc8190998e56daa6f8e453`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c70267dab88190ac8e3f643343bf13`	completed	March 27, 2026, 10:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8acaee2c481909efa30125e8ca890`	completed	March 29, 2026, 4:38 a.m.
NEDg	Description generation	`batch_69c8add4153081909f8d77b019a64a2f`	completed	March 29, 2026, 4:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8ae60b30881908c100ae489d6577e`	completed	March 29, 2026, 4:45 a.m.

Created at: March 27, 2026, 4:03 p.m.