Triple

T3087968

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lao People’s Revolutionary Party	`E64419`	entity
Predicate	controls	`P760`	FINISHED
Object	Lao People’s Public Security Lao People’s Public Security is the national police and internal security force of Laos responsible for maintaining public order, law enforcement, and state security under the country’s one-party system.	`E326038`	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: Lao People’s Public Security | Statement: [Lao People’s Revolutionary Party, controls, Lao People’s Public Security]

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

Target entity: Lao People’s Public Security
Context triple: [Lao People’s Revolutionary Party, controls, Lao People’s Public Security]

A. 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.
B. People's Armed Police
The People's Armed Police is a Chinese paramilitary force responsible for internal security, riot control, counterterrorism, and the protection of key facilities under the centralized authority of the Chinese state.
C. Public Security Bureau
The Public Security Bureau is a specialized division of the Tokyo Metropolitan Police Department responsible for handling matters related to national security, intelligence, and public order.
D. Republic of China Military Police
The Republic of China Military Police is a specialized gendarmerie force of Taiwan responsible for military law enforcement, security, and certain internal security and ceremonial duties.
E. State Peace and Development Council
The State Peace and Development Council was Myanmar’s former military junta that ruled the country with authoritarian control, suppressing political opposition and civil liberties.
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: Lao People’s Public Security
Triple: [Lao People’s Revolutionary Party, controls, Lao People’s Public Security]

Generated description

Lao People’s Public Security is the national police and internal security force of Laos responsible for maintaining public order, law enforcement, and state security under the country’s one-party system.

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

Target entity: Lao People’s Public Security
Target entity description: Lao People’s Public Security is the national police and internal security force of Laos responsible for maintaining public order, law enforcement, and state security under the country’s one-party system.

A. 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.
B. People's Armed Police
The People's Armed Police is a Chinese paramilitary force responsible for internal security, riot control, counterterrorism, and the protection of key facilities under the centralized authority of the Chinese state.
C. Public Security Bureau
The Public Security Bureau is a specialized division of the Tokyo Metropolitan Police Department responsible for handling matters related to national security, intelligence, and public order.
D. Republic of China Military Police
The Republic of China Military Police is a specialized gendarmerie force of Taiwan responsible for military law enforcement, security, and certain internal security and ceremonial duties.
E. State Peace and Development Council
The State Peace and Development Council was Myanmar’s former military junta that ruled the country with authoritarian control, suppressing political opposition and civil liberties.
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_69ad857c97d88190b26f9b1c90839c77`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada209fd24819088d887de0a4158f4`	completed	March 8, 2026, 4:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b1f8a1fdc48190ae1c2fb9e5198336`	completed	March 11, 2026, 11:20 p.m.
NEDg	Description generation	`batch_69b1f9608e88819098f4044e54e0d908`	completed	March 11, 2026, 11:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69b1fe3c8f408190988e7c7e3a51057e`	completed	March 11, 2026, 11:43 p.m.

Created at: March 8, 2026, 3:03 p.m.