Triple

T12292269
Position Surface form Disambiguated ID Type / Status
Subject Labuan Island E292991 entity
Predicate governingAct P1051 FINISHED
Object 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.
E975570 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: Labuan Business Activity Tax Act | Statement: [Labuan Island, governingAct, Labuan Business Activity Tax Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labuan Business Activity Tax Act
Context triple: [Labuan Island, governingAct, Labuan Business Activity Tax Act]
  • A. Labuan Financial Services Authority Act 1996
    The Labuan Financial Services Authority Act 1996 is the Malaysian statute that establishes and governs the powers, functions, and regulatory framework of the Labuan Financial Services Authority as the regulator of Labuan’s international business and financial services sector.
  • B. Labuan Financial Services Authority
    Labuan Financial Services Authority is the statutory body that regulates and develops Labuan International Business and Financial Centre in Malaysia, overseeing its banking, insurance, trust, and other offshore financial activities.
  • C. Expanded Value Added Tax (EVAT) law
    The Expanded Value Added Tax (EVAT) law is a Philippine tax reform measure that broadened the coverage and rate of the value-added tax to increase government revenue and address fiscal deficits.
  • D. Undang-Undang Kedah
    Undang-Undang Kedah is a traditional Malay legal code from the Kedah Sultanate that outlines laws, governance, and social regulations influenced by earlier regional Islamic-Malay legal traditions.
  • E. Act No. 29 of 1986
    Act No. 29 of 1986 is the Environment (Protection) Act, 1986, a key Indian law enacted to provide a comprehensive framework for the protection and improvement of the environment and for preventing environmental pollution.
  • 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: Labuan Business Activity Tax Act
Triple: [Labuan Island, governingAct, Labuan Business Activity Tax Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labuan Business Activity Tax Act
Target entity description: 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.
  • A. Labuan Financial Services Authority Act 1996
    The Labuan Financial Services Authority Act 1996 is the Malaysian statute that establishes and governs the powers, functions, and regulatory framework of the Labuan Financial Services Authority as the regulator of Labuan’s international business and financial services sector.
  • B. Labuan Financial Services Authority
    Labuan Financial Services Authority is the statutory body that regulates and develops Labuan International Business and Financial Centre in Malaysia, overseeing its banking, insurance, trust, and other offshore financial activities.
  • C. Expanded Value Added Tax (EVAT) law
    The Expanded Value Added Tax (EVAT) law is a Philippine tax reform measure that broadened the coverage and rate of the value-added tax to increase government revenue and address fiscal deficits.
  • D. Undang-Undang Kedah
    Undang-Undang Kedah is a traditional Malay legal code from the Kedah Sultanate that outlines laws, governance, and social regulations influenced by earlier regional Islamic-Malay legal traditions.
  • E. Act No. 29 of 1986
    Act No. 29 of 1986 is the Environment (Protection) Act, 1986, a key Indian law enacted to provide a comprehensive framework for the protection and improvement of the environment and for preventing environmental pollution.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91d22ba488190914342fa7e69e159 completed April 10, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e775dac819099d44b61cbccc109 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5cc5608190a67a888eb5136ada completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62009766c8190985fafe9ba53ae7b completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:52 p.m.