Triple

T4784494

Position	Surface form	Disambiguated ID	Type / Status
Subject	Social policy of Ukraine	`E106442`	entity
Predicate	implementedBy	`P172`	FINISHED
Object	State Employment Service of Ukraine The State Employment Service of Ukraine is a government agency responsible for implementing national labor and employment policies, including job placement, unemployment benefits, and workforce development programs.	`E468926`	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: State Employment Service of Ukraine | Statement: [Social policy of Ukraine, implementedBy, State Employment Service of Ukraine]

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

Target entity: State Employment Service of Ukraine
Context triple: [Social policy of Ukraine, implementedBy, State Employment Service of Ukraine]

A. General Secretariat of Ukraine
The General Secretariat of Ukraine was the central executive authority of the Ukrainian People’s Republic during its early state-building period following the Russian Revolution.
B. NSDC of Ukraine
NSDC of Ukraine is the commonly used abbreviation for the National Security and Defense Council of Ukraine, a key state body responsible for coordinating and overseeing national security and defense policy.
C. Government of Ukraine
The Government of Ukraine is the central executive authority of the Ukrainian state, responsible for implementing laws, managing national policy, and overseeing ministries and state agencies.
D. Ministry of Education and Science of Ukraine
The Ministry of Education and Science of Ukraine is the central government authority responsible for formulating and implementing state policy in education, science, and innovation across Ukraine.
E. Security Service of Ukraine
The Security Service of Ukraine is the country’s main domestic intelligence and counterintelligence agency, responsible for national security, counterterrorism, and protecting state secrets.
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: State Employment Service of Ukraine
Triple: [Social policy of Ukraine, implementedBy, State Employment Service of Ukraine]

Generated description

The State Employment Service of Ukraine is a government agency responsible for implementing national labor and employment policies, including job placement, unemployment benefits, and workforce development programs.

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

Target entity: State Employment Service of Ukraine
Target entity description: The State Employment Service of Ukraine is a government agency responsible for implementing national labor and employment policies, including job placement, unemployment benefits, and workforce development programs.

A. General Secretariat of Ukraine
The General Secretariat of Ukraine was the central executive authority of the Ukrainian People’s Republic during its early state-building period following the Russian Revolution.
B. NSDC of Ukraine
NSDC of Ukraine is the commonly used abbreviation for the National Security and Defense Council of Ukraine, a key state body responsible for coordinating and overseeing national security and defense policy.
C. Government of Ukraine
The Government of Ukraine is the central executive authority of the Ukrainian state, responsible for implementing laws, managing national policy, and overseeing ministries and state agencies.
D. Ministry of Education and Science of Ukraine
The Ministry of Education and Science of Ukraine is the central government authority responsible for formulating and implementing state policy in education, science, and innovation across Ukraine.
E. Security Service of Ukraine
The Security Service of Ukraine is the country’s main domestic intelligence and counterintelligence agency, responsible for national security, counterterrorism, and protecting state secrets.
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_69bd43f4a9588190bf73e20bc27c03cc`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd65ae49ec81908f16248d22d1155f`	completed	March 20, 2026, 3:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be43dbdec88190817845e7930a18f6`	completed	March 21, 2026, 7:08 a.m.
NEDg	Description generation	`batch_69be447c21d48190ab57c8761e733ff4`	completed	March 21, 2026, 7:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69be45f5ebec8190b62c428b465d1bd9`	completed	March 21, 2026, 7:17 a.m.

Created at: March 20, 2026, 1:22 p.m.