Triple

T1304777
Position Surface form Disambiguated ID Type / Status
Subject Đổi Mới economic reforms E27848 entity
Predicate legalFramework P125 FINISHED
Object 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.
E149157 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: Law on Foreign Investment in Vietnam | Statement: [Đổi Mới economic reforms, legalFramework, Law on Foreign Investment in Vietnam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Law on Foreign Investment in Vietnam
Context triple: [Đổi Mới economic reforms, legalFramework, Law on Foreign Investment in Vietnam]
  • A. ASEAN Comprehensive Investment Agreement
    The ASEAN Comprehensive Investment Agreement is a regional pact that liberalizes, protects, and promotes cross-border investment among ASEAN member states as part of deeper economic integration.
  • B. Financial Instruments and Exchange Act of Japan
    The Financial Instruments and Exchange Act of Japan is a comprehensive securities and financial markets law that regulates investment products, market participants, and disclosure to protect investors and ensure fair, transparent trading.
  • C. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • D. ASEAN Framework Agreement on Services
    The ASEAN Framework Agreement on Services is a regional accord that aims to progressively liberalize trade in services among ASEAN member states to promote economic integration and competitiveness.
  • E. Antimonopoly Act of Japan
    The Antimonopoly Act of Japan is the country’s core competition law that prohibits monopolistic practices, unfair trade restraints, and anti-competitive mergers to maintain fair and free markets.
  • 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: Law on Foreign Investment in Vietnam
Triple: [Đổi Mới economic reforms, legalFramework, Law on Foreign Investment in Vietnam]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Law on Foreign Investment in Vietnam
Target entity description: 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.
  • A. ASEAN Comprehensive Investment Agreement
    The ASEAN Comprehensive Investment Agreement is a regional pact that liberalizes, protects, and promotes cross-border investment among ASEAN member states as part of deeper economic integration.
  • B. Financial Instruments and Exchange Act of Japan
    The Financial Instruments and Exchange Act of Japan is a comprehensive securities and financial markets law that regulates investment products, market participants, and disclosure to protect investors and ensure fair, transparent trading.
  • C. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • D. ASEAN Framework Agreement on Services
    The ASEAN Framework Agreement on Services is a regional accord that aims to progressively liberalize trade in services among ASEAN member states to promote economic integration and competitiveness.
  • E. Antimonopoly Act of Japan
    The Antimonopoly Act of Japan is the country’s core competition law that prohibits monopolistic practices, unfair trade restraints, and anti-competitive mergers to maintain fair and free markets.
  • 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_69acb306e3cc8190997cda8aaedbcebb completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb3cbdf6881908d52fa203d025b36 completed March 7, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69acb43a4384819082daa9fe42e84aa2 completed March 7, 2026, 11:26 p.m.
Created at: March 1, 2026, 7:51 p.m.