Triple

T15643578
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Finance (Taiwan) E376123 entity
Predicate appliesLegalFramework P9089 FINISHED
Object Tax Collection Act (Taiwan)
The Tax Collection Act (Taiwan) is a core statute that governs how taxes are assessed, collected, and enforced across Taiwan’s fiscal and administrative system.
E1168242 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: Tax Collection Act (Taiwan) | Statement: [Ministry of Finance (Taiwan), appliesLegalFramework, Tax Collection Act (Taiwan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tax Collection Act (Taiwan)
Context triple: [Ministry of Finance (Taiwan), appliesLegalFramework, Tax Collection Act (Taiwan)]
  • A. Code général des impôts
    The Code général des impôts is France’s primary tax code, compiling and organizing the country’s laws on taxation of individuals, businesses, and various financial transactions.
  • B. Labuan Business Activity Tax Act
    The Labuan Business Activity Tax Act is a Malaysian law that establishes the tax framework and incentives for business activities conducted in the offshore financial center of Labuan.
  • C. Article IX Revenue
    Article IX Revenue is the section of the Illinois Constitution of 1970 that establishes the state’s framework for taxation, public revenue, and related fiscal policies.
  • D. Federal Act on Customs Duties
    The Federal Act on Customs Duties is a key Swiss federal statute that regulates the assessment, collection, and administration of customs duties on goods crossing Switzerland’s borders.
  • E. Inland Revenue Ordinance
    The Inland Revenue Ordinance is Hong Kong’s primary tax law that sets out the legal framework for assessing and collecting major direct taxes such as salaries tax, profits tax, and property tax.
  • 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: Tax Collection Act (Taiwan)
Triple: [Ministry of Finance (Taiwan), appliesLegalFramework, Tax Collection Act (Taiwan)]
Generated description
The Tax Collection Act (Taiwan) is a core statute that governs how taxes are assessed, collected, and enforced across Taiwan’s fiscal and administrative system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tax Collection Act (Taiwan)
Target entity description: The Tax Collection Act (Taiwan) is a core statute that governs how taxes are assessed, collected, and enforced across Taiwan’s fiscal and administrative system.
  • A. Code général des impôts
    The Code général des impôts is France’s primary tax code, compiling and organizing the country’s laws on taxation of individuals, businesses, and various financial transactions.
  • B. Labuan Business Activity Tax Act
    The Labuan Business Activity Tax Act is a Malaysian law that establishes the tax framework and incentives for business activities conducted in the offshore financial center of Labuan.
  • C. Article IX Revenue
    Article IX Revenue is the section of the Illinois Constitution of 1970 that establishes the state’s framework for taxation, public revenue, and related fiscal policies.
  • D. Federal Act on Customs Duties
    The Federal Act on Customs Duties is a key Swiss federal statute that regulates the assessment, collection, and administration of customs duties on goods crossing Switzerland’s borders.
  • E. Inland Revenue Ordinance
    The Inland Revenue Ordinance is Hong Kong’s primary tax law that sets out the legal framework for assessing and collecting major direct taxes such as salaries tax, profits tax, and property tax.
  • 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.