Triple

T10230872

Position	Surface form	Disambiguated ID	Type / Status
Subject	President of Kazakhstan	`E243335`	entity
Predicate	appoints	`P257`	FINISHED
Object	Prosecutor General of Kazakhstan The Prosecutor General of Kazakhstan is the country’s top law enforcement and supervisory official, overseeing the uniform application of laws and directing the work of prosecution bodies nationwide.	`E851383`	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: Prosecutor General of Kazakhstan | Statement: [President of Kazakhstan, appoints, Prosecutor General of Kazakhstan]

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

Target entity: Prosecutor General of Kazakhstan
Context triple: [President of Kazakhstan, appoints, Prosecutor General of Kazakhstan]

A. Prosecutor General of the Russian Federation
The Prosecutor General of the Russian Federation is the head of the national prosecution service, overseeing the enforcement of federal law and the conduct of criminal prosecutions across the country.
B. First Deputy Prosecutor General of the Russian Federation
The First Deputy Prosecutor General of the Russian Federation is the highest-ranking subordinate to the Prosecutor General, overseeing key prosecutorial functions and acting as their primary stand-in.
C. Prosecutor General of the Soviet Union
The Prosecutor General of the Soviet Union was the highest-ranking official in the Soviet prosecutorial system, overseeing state prosecutions and legal supervision across the USSR.
D. Prosecutor General of Poland
The Prosecutor General of Poland is the country’s top public prosecutor, responsible for overseeing the national prosecution service and directing criminal investigations and prosecutions.
E. Prosecutor General of Hungary
The Prosecutor General of Hungary is the head of the country’s independent prosecution service, responsible for directing criminal prosecutions and overseeing the enforcement of the law.
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: Prosecutor General of Kazakhstan
Triple: [President of Kazakhstan, appoints, Prosecutor General of Kazakhstan]

Generated description

The Prosecutor General of Kazakhstan is the country’s top law enforcement and supervisory official, overseeing the uniform application of laws and directing the work of prosecution bodies nationwide.

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

Target entity: Prosecutor General of Kazakhstan
Target entity description: The Prosecutor General of Kazakhstan is the country’s top law enforcement and supervisory official, overseeing the uniform application of laws and directing the work of prosecution bodies nationwide.

A. Prosecutor General of the Russian Federation
The Prosecutor General of the Russian Federation is the head of the national prosecution service, overseeing the enforcement of federal law and the conduct of criminal prosecutions across the country.
B. First Deputy Prosecutor General of the Russian Federation
The First Deputy Prosecutor General of the Russian Federation is the highest-ranking subordinate to the Prosecutor General, overseeing key prosecutorial functions and acting as their primary stand-in.
C. Prosecutor General of the Soviet Union
The Prosecutor General of the Soviet Union was the highest-ranking official in the Soviet prosecutorial system, overseeing state prosecutions and legal supervision across the USSR.
D. Prosecutor General of Poland
The Prosecutor General of Poland is the country’s top public prosecutor, responsible for overseeing the national prosecution service and directing criminal investigations and prosecutions.
E. Prosecutor General of Hungary
The Prosecutor General of Hungary is the head of the country’s independent prosecution service, responsible for directing criminal prosecutions and overseeing the enforcement of the law.
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_69d381b0f97c819085c9b45799a5fb7c`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4d20a25dc8190bd448f7ba7a13cbd`	completed	April 7, 2026, 9:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d6f740ce188190aa1b3a5cf656a959`	completed	April 9, 2026, 12:48 a.m.
NEDg	Description generation	`batch_69d6fa2ea97081908395048218c0592b`	completed	April 9, 2026, 1 a.m.
NED2	Entity disambiguation (via description)	`batch_69d6fcb5dc4c8190944a423a9d16a4b8`	completed	April 9, 2026, 1:11 a.m.

Created at: April 6, 2026, 11:19 a.m.