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.