Triple

T4059028

Position	Surface form	Disambiguated ID	Type / Status
Subject	Armed Forces of Kazakhstan	`E84763`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Border Service of the National Security Committee of Kazakhstan The Border Service of the National Security Committee of Kazakhstan is the national agency responsible for protecting and controlling Kazakhstan’s state borders as part of its security and defense structure.	`E411916`	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: Border Service of the National Security Committee of Kazakhstan | Statement: [Armed Forces of Kazakhstan, hasComponent, Border Service of the National Security Committee of Kazakhstan]

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

Target entity: Border Service of the National Security Committee of Kazakhstan
Context triple: [Armed Forces of Kazakhstan, hasComponent, Border Service of the National Security Committee of Kazakhstan]

A. Parliament of Kazakhstan
The Parliament of Kazakhstan is the bicameral national legislature of Kazakhstan, consisting of the Senate and the Mazhilis, responsible for making and passing the country’s laws.
B. Council of Ministers of the Kazakh SSR
The Council of Ministers of the Kazakh SSR was the highest executive and administrative body of the Kazakh Soviet Socialist Republic during the Soviet era, overseeing government policy and implementation before Kazakhstan’s independence.
C. Government of Kazakhstan
The Government of Kazakhstan is the central executive authority of the Republic of Kazakhstan, responsible for national policy-making, administration, and implementation of laws across the country.
D. State Border Guard Service of Ukraine
The State Border Guard Service of Ukraine is the national law enforcement agency responsible for protecting and controlling Ukraine’s state borders on land, sea, and in the air.
E. Mazhilis of Kazakhstan
The Mazhilis of Kazakhstan is the lower house of the country's bicameral parliament, responsible for initiating and passing national legislation.
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: Border Service of the National Security Committee of Kazakhstan
Triple: [Armed Forces of Kazakhstan, hasComponent, Border Service of the National Security Committee of Kazakhstan]

Generated description

The Border Service of the National Security Committee of Kazakhstan is the national agency responsible for protecting and controlling Kazakhstan’s state borders as part of its security and defense structure.

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

Target entity: Border Service of the National Security Committee of Kazakhstan
Target entity description: The Border Service of the National Security Committee of Kazakhstan is the national agency responsible for protecting and controlling Kazakhstan’s state borders as part of its security and defense structure.

A. Parliament of Kazakhstan
The Parliament of Kazakhstan is the bicameral national legislature of Kazakhstan, consisting of the Senate and the Mazhilis, responsible for making and passing the country’s laws.
B. Council of Ministers of the Kazakh SSR
The Council of Ministers of the Kazakh SSR was the highest executive and administrative body of the Kazakh Soviet Socialist Republic during the Soviet era, overseeing government policy and implementation before Kazakhstan’s independence.
C. Government of Kazakhstan
The Government of Kazakhstan is the central executive authority of the Republic of Kazakhstan, responsible for national policy-making, administration, and implementation of laws across the country.
D. State Border Guard Service of Ukraine
The State Border Guard Service of Ukraine is the national law enforcement agency responsible for protecting and controlling Ukraine’s state borders on land, sea, and in the air.
E. Mazhilis of Kazakhstan
The Mazhilis of Kazakhstan is the lower house of the country's bicameral parliament, responsible for initiating and passing national legislation.
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_69aed933bec881909edfa28ebb69c634`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefbd13b4481908f9c09cc4f4a9724`	completed	March 9, 2026, 4:56 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b562a6250081908f289f43b066b04d`	completed	March 14, 2026, 1:29 p.m.
NEDg	Description generation	`batch_69b563b3db0481909f3dd2a9e6a88e6e`	completed	March 14, 2026, 1:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69b567e223cc8190aa1d7e827e6c70fd`	completed	March 14, 2026, 1:51 p.m.

Created at: March 9, 2026, 3:38 p.m.