Triple

T15476118
Position Surface form Disambiguated ID Type / Status
Subject Ministry of the Interior of Taiwan E376784 entity
Predicate oversees P46 FINISHED
Object National Immigration Agency
The National Immigration Agency is Taiwan’s central government body responsible for immigration control, border management, and related services for foreign nationals and residents.
E1159350 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: National Immigration Agency | Statement: [Ministry of the Interior of Taiwan, oversees, National Immigration Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Immigration Agency
Context triple: [Ministry of the Interior of Taiwan, oversees, National Immigration Agency]
  • A. Immigration and Nationality Directorate
    The Immigration and Nationality Directorate was a former UK Home Office division responsible for managing immigration control, asylum applications, and nationality matters before its functions were absorbed into the UK Border Agency.
  • B. 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.
  • C. Immigration Services Agency
    The Immigration Services Agency is Japan’s national authority responsible for administering immigration control, residency management, and related services for foreign nationals.
  • D. 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.
  • E. Immigration and Naturalization Service
    The Immigration and Naturalization Service was a former U.S. federal agency responsible for administering and enforcing immigration and naturalization laws before its functions were reorganized under the Department of Homeland Security.
  • 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: National Immigration Agency
Triple: [Ministry of the Interior of Taiwan, oversees, National Immigration Agency]
Generated description
The National Immigration Agency is Taiwan’s central government body responsible for immigration control, border management, and related services for foreign nationals and residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Immigration Agency
Target entity description: The National Immigration Agency is Taiwan’s central government body responsible for immigration control, border management, and related services for foreign nationals and residents.
  • A. Immigration and Nationality Directorate
    The Immigration and Nationality Directorate was a former UK Home Office division responsible for managing immigration control, asylum applications, and nationality matters before its functions were absorbed into the UK Border Agency.
  • B. 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.
  • C. Immigration Services Agency
    The Immigration Services Agency is Japan’s national authority responsible for administering immigration control, residency management, and related services for foreign nationals.
  • D. 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.
  • E. Immigration and Naturalization Service
    The Immigration and Naturalization Service was a former U.S. federal agency responsible for administering and enforcing immigration and naturalization laws before its functions were reorganized under the Department of Homeland Security.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f88a5dc8190a2d7830748e29180 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d093ccc8190aefc355a837c83f4 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff3015ee2c8190ad2c28cd2850d903 completed May 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff30ed9a5481909cefad0ef877a2e9 completed May 9, 2026, 1:04 p.m.
Created at: April 10, 2026, 3:34 a.m.