Triple
T4381363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO-Ukraine Commission |
E99135
|
entity |
| Predicate | context |
P36
|
FINISHED |
| Object | Euro-Atlantic integration of Ukraine |
E278376
|
NE FINISHED |
How this triple was built (2 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: Euro-Atlantic integration of Ukraine | Statement: [NATO-Ukraine Commission, context, Euro-Atlantic integration of Ukraine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Euro-Atlantic integration of Ukraine Context triple: [NATO-Ukraine Commission, context, Euro-Atlantic integration of Ukraine]
-
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.
European integration
European integration is the political, economic, and legal process through which European countries have increasingly coordinated and pooled sovereignty, most notably within frameworks such as the European Union.
-
C.
EUAM Ukraine
EUAM Ukraine is a civilian advisory mission launched by the European Union to support the reform and modernization of Ukraine’s civilian security sector, including police, rule of law, and judicial institutions.
-
D.
NATO enlargement
chosen
NATO enlargement refers to the process of expanding the North Atlantic Treaty Organization by admitting new member states, particularly in Eastern and Central Europe, reshaping post–Cold War security dynamics.
-
E.
Sloboda Ukraine
Sloboda Ukraine was a historical region in northeastern Ukraine and southwestern Russia known for its semi-autonomous Cossack settlements and frontier military-administrative role from the 17th to 18th centuries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3454ea8f48190a49c2436624d6ef6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35243036481909fb0a001c3cb1ff2 |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e51ff9188190aa4581d451feaafd |
completed | March 14, 2026, 10:45 p.m. |
Created at: March 12, 2026, 11:18 p.m.