Triple

T6607666
Position Surface form Disambiguated ID Type / Status
Subject Law on Foreign Investment in Vietnam E149157 entity
Predicate administeredBy P86 FINISHED
Object Vietnamese state management agencies on foreign investment
Vietnamese state management agencies on foreign investment are the governmental bodies responsible for formulating, overseeing, and enforcing Vietnam’s policies, regulations, and procedures related to attracting and managing foreign investment.
E599767 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: Vietnamese state management agencies on foreign investment | Statement: [Law on Foreign Investment in Vietnam, administeredBy, Vietnamese state management agencies on foreign investment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vietnamese state management agencies on foreign investment
Context triple: [Law on Foreign Investment in Vietnam, administeredBy, Vietnamese state management agencies on foreign investment]
  • 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. Government Risk Sharing in Foreign Investment
    Government Risk Sharing in Foreign Investment is an influential economic study that analyzes how governments can share or mitigate the risks faced by private investors in international investment projects.
  • C. 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.
  • D. OECD Investment Policy Reviews
    OECD Investment Policy Reviews are analytical country reports that assess and provide recommendations on national investment policies to promote open, transparent, and responsible investment climates.
  • E. Foreign Investment Review Board
    The Foreign Investment Review Board is an Australian government advisory body that examines significant foreign investment proposals and advises the government on their compatibility with the national interest.
  • 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: Vietnamese state management agencies on foreign investment
Triple: [Law on Foreign Investment in Vietnam, administeredBy, Vietnamese state management agencies on foreign investment]
Generated description
Vietnamese state management agencies on foreign investment are the governmental bodies responsible for formulating, overseeing, and enforcing Vietnam’s policies, regulations, and procedures related to attracting and managing foreign investment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vietnamese state management agencies on foreign investment
Target entity description: Vietnamese state management agencies on foreign investment are the governmental bodies responsible for formulating, overseeing, and enforcing Vietnam’s policies, regulations, and procedures related to attracting and managing foreign investment.
  • 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. Government Risk Sharing in Foreign Investment
    Government Risk Sharing in Foreign Investment is an influential economic study that analyzes how governments can share or mitigate the risks faced by private investors in international investment projects.
  • C. 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.
  • D. OECD Investment Policy Reviews
    OECD Investment Policy Reviews are analytical country reports that assess and provide recommendations on national investment policies to promote open, transparent, and responsible investment climates.
  • E. Foreign Investment Review Board
    The Foreign Investment Review Board is an Australian government advisory body that examines significant foreign investment proposals and advises the government on their compatibility with the national interest.
  • 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6af15c0e481908c5d2917360b075e completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbce25b481908d600d38d3c5b871 completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd0a98908190a5725c49bad7589d completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdcc10c08190aa98212bd17063a3 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:57 p.m.