Triple

T13428410

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Thai Police	`E313542`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Immigration Bureau (Thailand) The Immigration Bureau (Thailand) is the national law enforcement agency responsible for managing immigration control, visas, and border security throughout the Kingdom of Thailand.	`E1038438`	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: Immigration Bureau (Thailand) | Statement: [Royal Thai Police, hasUnit, Immigration Bureau (Thailand)]

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

Target entity: Immigration Bureau (Thailand)
Context triple: [Royal Thai Police, hasUnit, Immigration Bureau (Thailand)]

A. 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.
B. Directorate General of Immigration
The Directorate General of Immigration is Indonesia’s national immigration authority responsible for regulating entry, stay, and exit of foreign nationals and citizens, as well as managing visas, residence permits, and border control.
C. Bureau of Immigration
The Bureau of Immigration is the Philippine government agency responsible for administering and enforcing the country’s immigration, citizenship, and alien registration laws.
D. Directorate General of Immigration and Passports
The Directorate General of Immigration and Passports is Pakistan’s federal authority responsible for managing passport issuance and immigration-related services for Pakistani citizens and foreign nationals.
E. 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.
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: Immigration Bureau (Thailand)
Triple: [Royal Thai Police, hasUnit, Immigration Bureau (Thailand)]

Generated description

The Immigration Bureau (Thailand) is the national law enforcement agency responsible for managing immigration control, visas, and border security throughout the Kingdom of Thailand.

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

Target entity: Immigration Bureau (Thailand)
Target entity description: The Immigration Bureau (Thailand) is the national law enforcement agency responsible for managing immigration control, visas, and border security throughout the Kingdom of Thailand.

A. 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.
B. Directorate General of Immigration
The Directorate General of Immigration is Indonesia’s national immigration authority responsible for regulating entry, stay, and exit of foreign nationals and citizens, as well as managing visas, residence permits, and border control.
C. Bureau of Immigration
The Bureau of Immigration is the Philippine government agency responsible for administering and enforcing the country’s immigration, citizenship, and alien registration laws.
D. Directorate General of Immigration and Passports
The Directorate General of Immigration and Passports is Pakistan’s federal authority responsible for managing passport issuance and immigration-related services for Pakistani citizens and foreign nationals.
E. 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.
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.