Triple

T6853595

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tô Lâm	`E158081`	entity
Predicate	legalSystemContext	`P2132`	FINISHED
Object	Vietnamese law Vietnamese law is the socialist-oriented legal system of the Socialist Republic of Vietnam, combining civil law traditions with extensive state control under the leadership of the Communist Party.	`E624062`	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 law | Statement: [Tô Lâm, legalSystemContext, Vietnamese law]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Vietnamese law
Context triple: [Tô Lâm, legalSystemContext, Vietnamese law]

A. 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.
B. Law on People's Public Security of Vietnam
The Law on People's Public Security of Vietnam is the primary statute that defines the organization, functions, powers, and operational principles of Vietnam’s national police and security forces.
C. Law on Organization of Local Government of Vietnam
The Law on Organization of Local Government of Vietnam is a fundamental statute that defines the structure, powers, and functions of local authorities and administrative units throughout Vietnam.
D. Law on Organization of the People’s Procuracies of Vietnam
The Law on Organization of the People’s Procuracies of Vietnam is a fundamental statute that defines the structure, powers, and functions of Vietnam’s prosecutorial and supervisory organs within the state justice system.
E. Law on State Enterprises of Vietnam
The Law on State Enterprises of Vietnam is a legal framework that specifically regulates the organization, management, and operation of state-owned enterprises within the country’s socialist-oriented market economy.
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 law
Triple: [Tô Lâm, legalSystemContext, Vietnamese law]

Generated description

Vietnamese law is the socialist-oriented legal system of the Socialist Republic of Vietnam, combining civil law traditions with extensive state control under the leadership of the Communist Party.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Vietnamese law
Target entity description: Vietnamese law is the socialist-oriented legal system of the Socialist Republic of Vietnam, combining civil law traditions with extensive state control under the leadership of the Communist Party.

A. 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.
B. Law on People's Public Security of Vietnam
The Law on People's Public Security of Vietnam is the primary statute that defines the organization, functions, powers, and operational principles of Vietnam’s national police and security forces.
C. Law on Organization of Local Government of Vietnam
The Law on Organization of Local Government of Vietnam is a fundamental statute that defines the structure, powers, and functions of local authorities and administrative units throughout Vietnam.
D. Law on Organization of the People’s Procuracies of Vietnam
The Law on Organization of the People’s Procuracies of Vietnam is a fundamental statute that defines the structure, powers, and functions of Vietnam’s prosecutorial and supervisory organs within the state justice system.
E. Law on State Enterprises of Vietnam
The Law on State Enterprises of Vietnam is a legal framework that specifically regulates the organization, management, and operation of state-owned enterprises within the country’s socialist-oriented market economy.
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_69c6882fae988190864cbba788c5ebb4`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d851321481908c49c2c949359703`	completed	March 27, 2026, 7:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c72fd79e508190b00e45f9cceb3e21`	completed	March 28, 2026, 1:33 a.m.
NEDg	Description generation	`batch_69c736d6af648190b651b13726f369da`	completed	March 28, 2026, 2:03 a.m.
NED2	Entity disambiguation (via description)	`batch_69c737d316d08190822e22ff3a41b242`	completed	March 28, 2026, 2:07 a.m.

Created at: March 27, 2026, 2:20 p.m.