Triple

T15643581
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Finance (Taiwan) E376123 entity
Predicate appliesLegalFramework P9089 FINISHED
Object Customs Act (Taiwan)
The Customs Act (Taiwan) is the primary law governing customs administration, import and export procedures, and related duties and regulations in the Republic of China (Taiwan).
 E1168245 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 Act (Taiwan) | Statement: [Ministry of Finance (Taiwan), appliesLegalFramework, Customs Act (Taiwan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Customs Act (Taiwan)
Context triple: [Ministry of Finance (Taiwan), appliesLegalFramework, Customs Act (Taiwan)]
  • A. Customs Act (Canada)
    The Customs Act (Canada) is federal legislation that governs the importation and exportation of goods, customs duties, and border enforcement procedures administered by the Canada Border Services Agency.
  • B. Customs and Excise Service Ordinance
    The Customs and Excise Service Ordinance is a key Hong Kong law that establishes the powers, duties, and organizational framework of the Hong Kong Customs and Excise Department in enforcing customs, revenue protection, and related regulatory functions.
  • C. Customs Act 1901 (Australia)
    The Customs Act 1901 (Australia) is a foundational federal law that regulates the control of goods crossing Australia’s borders, including customs duties, import and export procedures, and enforcement powers.
  • D. Customs Act, 1962 (India)
    The Customs Act, 1962 (India) is the principal legislation governing the levy, collection, and administration of customs duties and the regulation of imports and exports in India.
  • E. Customs Act, 1969 (Pakistan)
    The Customs Act, 1969 (Pakistan) is the primary federal law governing the levy, collection, and administration of customs duties and the regulation of imports and exports in Pakistan.
  • 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 Act (Taiwan)
Triple: [Ministry of Finance (Taiwan), appliesLegalFramework, Customs Act (Taiwan)]
Generated description
The Customs Act (Taiwan) is the primary law governing customs administration, import and export procedures, and related duties and regulations in the Republic of China (Taiwan).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Customs Act (Taiwan)
Target entity description: The Customs Act (Taiwan) is the primary law governing customs administration, import and export procedures, and related duties and regulations in the Republic of China (Taiwan).
  • A. Customs Act (Canada)
    The Customs Act (Canada) is federal legislation that governs the importation and exportation of goods, customs duties, and border enforcement procedures administered by the Canada Border Services Agency.
  • B. Customs and Excise Service Ordinance
    The Customs and Excise Service Ordinance is a key Hong Kong law that establishes the powers, duties, and organizational framework of the Hong Kong Customs and Excise Department in enforcing customs, revenue protection, and related regulatory functions.
  • C. Customs Act 1901 (Australia)
    The Customs Act 1901 (Australia) is a foundational federal law that regulates the control of goods crossing Australia’s borders, including customs duties, import and export procedures, and enforcement powers.
  • D. Customs Act, 1962 (India)
    The Customs Act, 1962 (India) is the principal legislation governing the levy, collection, and administration of customs duties and the regulation of imports and exports in India.
  • E. Customs Act, 1969 (Pakistan)
    The Customs Act, 1969 (Pakistan) is the primary federal law governing the levy, collection, and administration of customs duties and the regulation of imports and exports in Pakistan.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed400ec8190a14a9f7cf3092865 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4d49188190855a895c5844dee0 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff614906cc81909d978d8645045af3 completed May 9, 2026, 4:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff61b3b3f08190a2a1e1010684a316 completed May 9, 2026, 4:32 p.m.
Created at: April 10, 2026, 4:15 a.m.