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.