Triple

T1304778
Position Surface form Disambiguated ID Type / Status
Subject Đổi Mới economic reforms E27848 entity
Predicate legalFramework P125 FINISHED
Object Enterprise Law of Vietnam
The Enterprise Law of Vietnam is a key statute that governs the establishment, organization, and operation of businesses in Vietnam, underpinning the country’s transition to a market-oriented economy.
E150747 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: Enterprise Law of Vietnam | Statement: [Đổi Mới economic reforms, legalFramework, Enterprise Law of Vietnam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enterprise Law of Vietnam
Context triple: [Đổi Mới economic reforms, legalFramework, Enterprise Law of Vietnam]
  • A. Law on Foreign Investment in Vietnam
    The Law on Foreign Investment in Vietnam is a foundational statute enacted in the late 1980s that opened Vietnam’s economy to foreign capital, providing the legal basis for foreign-owned and joint-venture enterprises during the country’s transition to a market-oriented system.
  • B. Practical Law
    Practical Law is an online legal know-how service that provides expert-authored practice notes, standard documents, checklists, and tools to help lawyers work more efficiently.
  • C. Insurance Business Act of Japan
    The Insurance Business Act of Japan is a key statute that regulates the licensing, supervision, and conduct of insurance companies and intermediaries in Japan’s financial system.
  • D. Vietnam–US Bilateral Trade Agreement
    The Vietnam–US Bilateral Trade Agreement is a landmark 2000 trade pact that normalized economic relations between the two countries, opened Vietnam’s market to U.S. goods and investment, and accelerated Vietnam’s integration into the global economy.
  • E. Constitution of the Socialist Republic of Vietnam
    The Constitution of the Socialist Republic of Vietnam is the supreme legal document that defines the country’s socialist political system, the structure and powers of its state institutions, and the rights and duties of its citizens.
  • 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: Enterprise Law of Vietnam
Triple: [Đổi Mới economic reforms, legalFramework, Enterprise Law of Vietnam]
Generated description
The Enterprise Law of Vietnam is a key statute that governs the establishment, organization, and operation of businesses in Vietnam, underpinning the country’s transition to a market-oriented economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enterprise Law of Vietnam
Target entity description: The Enterprise Law of Vietnam is a key statute that governs the establishment, organization, and operation of businesses in Vietnam, underpinning the country’s transition to a market-oriented economy.
  • A. Law on Foreign Investment in Vietnam
    The Law on Foreign Investment in Vietnam is a foundational statute enacted in the late 1980s that opened Vietnam’s economy to foreign capital, providing the legal basis for foreign-owned and joint-venture enterprises during the country’s transition to a market-oriented system.
  • B. Practical Law
    Practical Law is an online legal know-how service that provides expert-authored practice notes, standard documents, checklists, and tools to help lawyers work more efficiently.
  • C. Insurance Business Act of Japan
    The Insurance Business Act of Japan is a key statute that regulates the licensing, supervision, and conduct of insurance companies and intermediaries in Japan’s financial system.
  • D. Vietnam–US Bilateral Trade Agreement
    The Vietnam–US Bilateral Trade Agreement is a landmark 2000 trade pact that normalized economic relations between the two countries, opened Vietnam’s market to U.S. goods and investment, and accelerated Vietnam’s integration into the global economy.
  • E. Constitution of the Socialist Republic of Vietnam
    The Constitution of the Socialist Republic of Vietnam is the supreme legal document that defines the country’s socialist political system, the structure and powers of its state institutions, and the rights and duties of its citizens.
  • 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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c13393388190b784d6bd8c447dda completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbae9c8a88190bf9de136a41c82a4 completed March 7, 2026, 11:55 p.m.
NEDg Description generation batch_69acbbaaa7108190aac908e9fec6d186 completed March 7, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69acbbfee7e88190b216beef1c862f64 completed March 7, 2026, 11:59 p.m.
Created at: March 1, 2026, 7:51 p.m.