Triple

T15317988

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minister of Foreign Affairs of Ukraine	`E366210`	entity
Predicate	represents	`P129`	FINISHED
Object	Ukraine in bilateral negotiations Ukraine in bilateral negotiations is the state’s official position and interests as presented and defended in direct diplomatic talks with other countries.	`E1149735`	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: Ukraine in bilateral negotiations | Statement: [Minister of Foreign Affairs of Ukraine, represents, Ukraine in bilateral negotiations]

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

Target entity: Ukraine in bilateral negotiations
Context triple: [Minister of Foreign Affairs of Ukraine, represents, Ukraine in bilateral negotiations]

A. Ukraine–European Union relations
Ukraine–European Union relations encompass the political, economic, and legal ties between Ukraine and the EU, including association and trade agreements, reform-oriented cooperation, and Ukraine’s aspirations for deeper integration and eventual membership.
B. Russia–Ukraine relations
Russia–Ukraine relations encompass the complex and often hostile political, military, and economic interactions between Russia and Ukraine, marked in recent years by Russia’s annexation of Crimea and the ongoing war in eastern and southern Ukraine.
C. Ukraine–Poland
Ukraine–Poland refers to the shared border area and broader historical-cultural region linking Ukraine and Poland in Eastern Europe.
D. Belarus–Ukraine
Belarus–Ukraine refers to the shared border area and bilateral relationship between the Eastern European countries of Belarus and Ukraine, encompassing historical, cultural, and economic ties.
E. Annual National Programme of Ukraine with NATO
The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
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: Ukraine in bilateral negotiations
Triple: [Minister of Foreign Affairs of Ukraine, represents, Ukraine in bilateral negotiations]

Generated description

Ukraine in bilateral negotiations is the state’s official position and interests as presented and defended in direct diplomatic talks with other countries.

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

Target entity: Ukraine in bilateral negotiations
Target entity description: Ukraine in bilateral negotiations is the state’s official position and interests as presented and defended in direct diplomatic talks with other countries.

A. Ukraine–European Union relations
Ukraine–European Union relations encompass the political, economic, and legal ties between Ukraine and the EU, including association and trade agreements, reform-oriented cooperation, and Ukraine’s aspirations for deeper integration and eventual membership.
B. Russia–Ukraine relations
Russia–Ukraine relations encompass the complex and often hostile political, military, and economic interactions between Russia and Ukraine, marked in recent years by Russia’s annexation of Crimea and the ongoing war in eastern and southern Ukraine.
C. Ukraine–Poland
Ukraine–Poland refers to the shared border area and broader historical-cultural region linking Ukraine and Poland in Eastern Europe.
D. Belarus–Ukraine
Belarus–Ukraine refers to the shared border area and bilateral relationship between the Eastern European countries of Belarus and Ukraine, encompassing historical, cultural, and economic ties.
E. Annual National Programme of Ukraine with NATO
The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
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_69d85a121520819093dcce999fdefe1a`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e03dd356b881908f054b64eee6a371`	completed	April 16, 2026, 1:39 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fef8a688a48190848eb7f065aba146`	completed	May 9, 2026, 9:04 a.m.
NEDg	Description generation	`batch_69fef9cf76cc8190898ea1e648da18ed`	completed	May 9, 2026, 9:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69fefab2d4cc8190acaa4b6341224633`	completed	May 9, 2026, 9:13 a.m.

Created at: April 10, 2026, 3:16 a.m.