Triple
T7898995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | multi-speed Europe |
E183401
|
entity |
| Predicate | usedInDebateOn |
P57644
|
FINISHED |
| Object | EU enlargement |
E629916
|
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: EU enlargement | Statement: [multi-speed Europe, usedInDebateOn, EU enlargement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EU enlargement Context triple: [multi-speed Europe, usedInDebateOn, EU enlargement]
-
A.
European Union enlargement
chosen
European Union enlargement is the ongoing process through which the EU admits new member states, expanding its political, economic, and legal framework across the European continent.
-
B.
NATO enlargement
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.
-
C.
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.
-
D.
Eastern Partnership
The Eastern Partnership is a joint policy initiative of the European Union aimed at strengthening political association, economic integration, and sectoral cooperation with six Eastern European and South Caucasus partner countries.
-
E.
European Neighbourhood Policy
The European Neighbourhood Policy is an EU foreign policy framework aimed at fostering stability, security, and prosperity in neighboring countries to the east and south of the European Union through political association, economic integration, and sectoral cooperation.
- 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_69ca828d13088190b222be7aa9f9315c |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a2ae5048190a6824d34b582c366 |
completed | March 31, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bb719a08190a0545a361f559bf7 |
completed | March 31, 2026, 5:29 a.m. |
Created at: March 30, 2026, 5:01 p.m.