Triple

T636538

Position	Surface form	Disambiguated ID	Type / Status
Subject	Turkmen language	`E16633`	entity
Predicate	regulator	`P46`	FINISHED
Object	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.	`E79933`	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: Institute of Language and Literature of the Academy of Sciences of Turkmenistan | Statement: [Turkmen language, regulator, Institute of Language and Literature of the Academy of Sciences of Turkmenistan]

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

Target entity: Institute of Language and Literature of the Academy of Sciences of Turkmenistan
Context triple: [Turkmen language, regulator, Institute of Language and Literature of the Academy of Sciences of Turkmenistan]

A. Turkmen language
The Turkmen language is a Turkic language spoken primarily in Turkmenistan and surrounding regions, closely related to Turkish and other Oghuz languages.
B. Azerbaijan National Academy of Sciences
The Azerbaijan National Academy of Sciences is the country’s leading state research institution, overseeing and coordinating scientific activity and academic scholarship across Azerbaijan.
C. National Council of Turkmenistan
The National Council of Turkmenistan is the country’s supreme representative and lawmaking body, responsible for enacting legislation and overseeing key aspects of national governance.
D. Academy of Persian Language and Literature
The Academy of Persian Language and Literature is Iran’s official institution responsible for the preservation, standardization, and development of the Persian language.
E. Academy of Sciences of Afghanistan
The Academy of Sciences of Afghanistan is the country’s principal scholarly institution responsible for research, preservation, and standardization of Afghan languages and academic disciplines.
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: Institute of Language and Literature of the Academy of Sciences of Turkmenistan
Triple: [Turkmen language, regulator, Institute of Language and Literature of the Academy of Sciences of Turkmenistan]

Generated description

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.

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

Target entity: Institute of Language and Literature of the Academy of Sciences of Turkmenistan
Target entity description: 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.

A. Turkmen language
The Turkmen language is a Turkic language spoken primarily in Turkmenistan and surrounding regions, closely related to Turkish and other Oghuz languages.
B. Azerbaijan National Academy of Sciences
The Azerbaijan National Academy of Sciences is the country’s leading state research institution, overseeing and coordinating scientific activity and academic scholarship across Azerbaijan.
C. National Council of Turkmenistan
The National Council of Turkmenistan is the country’s supreme representative and lawmaking body, responsible for enacting legislation and overseeing key aspects of national governance.
D. Academy of Persian Language and Literature
The Academy of Persian Language and Literature is Iran’s official institution responsible for the preservation, standardization, and development of the Persian language.
E. Academy of Sciences of Afghanistan
The Academy of Sciences of Afghanistan is the country’s principal scholarly institution responsible for research, preservation, and standardization of Afghan languages and academic disciplines.
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_69a4936be1c88190af56540324b57da7`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a49ee7fdbc8190858e42bb1bfdb3ff`	completed	March 1, 2026, 8:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a57405d6f48190b55542d50d3a1f22`	completed	March 2, 2026, 11:27 a.m.
NEDg	Description generation	`batch_69a574b91b2c8190a09d837f2462c1b3`	completed	March 2, 2026, 11:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69a5751b2e3081908c4cc5d54fa78e9d`	completed	March 2, 2026, 11:31 a.m.

Created at: March 1, 2026, 7:35 p.m.