Triple

T6853568

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tô Lâm	`E158081`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Minister of Public Security of Vietnam The Minister of Public Security of Vietnam is the head of the country’s internal security and police apparatus, overseeing public order, intelligence, and law enforcement activities.	`E624060`	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: Minister of Public Security of Vietnam | Statement: [Tô Lâm, positionHeld, Minister of Public Security of Vietnam]

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

Target entity: Minister of Public Security of Vietnam
Context triple: [Tô Lâm, positionHeld, Minister of Public Security of Vietnam]

A. Minister of the Interior and Public Security
The Minister of the Interior and Public Security is a senior Chilean government official responsible for internal affairs, domestic security, and coordination of public order policies.
B. Deputy Minister of National Defense of Vietnam
The Deputy Minister of National Defense of Vietnam is a senior leadership post within the Vietnamese government responsible for assisting in directing the country’s military and defense policies under the Ministry of National Defense.
C. Procurator General of the Supreme People’s Procuracy of Vietnam
The Procurator General of the Supreme People’s Procuracy of Vietnam is the head of the country’s highest prosecutorial and supervisory authority over legal compliance within the justice system.
D. Vietnam People's Public Security
The Vietnam People's Public Security is the national police and security force of Vietnam responsible for maintaining internal security, social order, and law enforcement under the leadership of the Communist Party.
E. Vice President of Vietnam
The Vice President of Vietnam is the country's second-highest officeholder, serving as deputy to the President and assisting in both domestic governance and international representation.
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: Minister of Public Security of Vietnam
Triple: [Tô Lâm, positionHeld, Minister of Public Security of Vietnam]

Generated description

The Minister of Public Security of Vietnam is the head of the country’s internal security and police apparatus, overseeing public order, intelligence, and law enforcement activities.

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

Target entity: Minister of Public Security of Vietnam
Target entity description: The Minister of Public Security of Vietnam is the head of the country’s internal security and police apparatus, overseeing public order, intelligence, and law enforcement activities.

A. Minister of the Interior and Public Security
The Minister of the Interior and Public Security is a senior Chilean government official responsible for internal affairs, domestic security, and coordination of public order policies.
B. Deputy Minister of National Defense of Vietnam
The Deputy Minister of National Defense of Vietnam is a senior leadership post within the Vietnamese government responsible for assisting in directing the country’s military and defense policies under the Ministry of National Defense.
C. Procurator General of the Supreme People’s Procuracy of Vietnam
The Procurator General of the Supreme People’s Procuracy of Vietnam is the head of the country’s highest prosecutorial and supervisory authority over legal compliance within the justice system.
D. Vietnam People's Public Security
The Vietnam People's Public Security is the national police and security force of Vietnam responsible for maintaining internal security, social order, and law enforcement under the leadership of the Communist Party.
E. Vice President of Vietnam
The Vice President of Vietnam is the country's second-highest officeholder, serving as deputy to the President and assisting in both domestic governance and international representation.
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.