Triple

T1040423

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kazakh language	`E22456`	entity
Predicate	regulator	`P46`	FINISHED
Object	Kazakh Language National Commission The Kazakh Language National Commission is the official governmental body responsible for overseeing the development, standardization, and policy of the Kazakh language.	`E120215`	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: Kazakh Language National Commission | Statement: [Kazakh language, regulator, Kazakh Language National Commission]

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

Target entity: Kazakh Language National Commission
Context triple: [Kazakh language, regulator, Kazakh Language National Commission]

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. National Language Commission of the PRC
The National Language Commission of the PRC is a Chinese government body responsible for planning, standardizing, and promoting the national language and script, including Mandarin Chinese.
C. Institute of Language and Literature of the Academy of Sciences of Turkmenistan
The Institute of Language and Literature of the Academy of Sciences of Turkmenistan is a national scholarly institution responsible for researching, standardizing, and promoting the Turkmen language and its literary heritage.
D. Kazakh language
The Kazakh language is a Turkic language spoken primarily in Kazakhstan and surrounding regions, written today mainly in Cyrillic but also in Latin and Arabic scripts.
E. 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.
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: Kazakh Language National Commission
Triple: [Kazakh language, regulator, Kazakh Language National Commission]

Generated description

The Kazakh Language National Commission is the official governmental body responsible for overseeing the development, standardization, and policy of the Kazakh language.

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

Target entity: Kazakh Language National Commission
Target entity description: The Kazakh Language National Commission is the official governmental body responsible for overseeing the development, standardization, and policy of the Kazakh language.

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. National Language Commission of the PRC
The National Language Commission of the PRC is a Chinese government body responsible for planning, standardizing, and promoting the national language and script, including Mandarin Chinese.
C. Institute of Language and Literature of the Academy of Sciences of Turkmenistan
The Institute of Language and Literature of the Academy of Sciences of Turkmenistan is a national scholarly institution responsible for researching, standardizing, and promoting the Turkmen language and its literary heritage.
D. Kazakh language
The Kazakh language is a Turkic language spoken primarily in Kazakhstan and surrounding regions, written today mainly in Cyrillic but also in Latin and Arabic scripts.
E. 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.
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_69a493d91478819094cc01fb65564bc1`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b82e4d2c81909ca1264852baf04d`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bc58d8c8190b9dc7a4bc986abcb`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3cf534008190a034d71c90f35efd`	completed	March 7, 2026, 2:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3d61a0c48190b619b3049df33512`	completed	March 7, 2026, 2:59 p.m.

Created at: March 1, 2026, 7:41 p.m.