Triple
T1613445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | European integration |
E34659
|
entity |
| Predicate | hasKeyActor |
P30416
|
FINISHED |
| Object |
European federalists
European federalists are advocates of transforming the European Union into a more unified, federal political entity with stronger common institutions and shared sovereignty among member states.
|
E34659
|
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: European federalists | Statement: [European integration, hasKeyActor, European federalists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European federalists Context triple: [European integration, hasKeyActor, European federalists]
-
A.
American Federationist
American Federationist was the official magazine of the American Federation of Labor, featuring articles on labor issues, union activities, and workers’ rights.
-
B.
Federalists
The Federalists were early American political leaders and thinkers who advocated for a strong centralized federal government and supported the ratification of the U.S. Constitution.
-
C.
European Solidarity
European Solidarity is a pro-European, center-right political party in Ukraine led by former president Petro Poroshenko.
-
D.
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.
-
E.
European Young Conservatives
The European Young Conservatives is a pan-European youth political organization that brings together young members and activists from conservative and reformist parties across Europe.
- 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: European federalists Triple: [European integration, hasKeyActor, European federalists]
Generated description
European federalists are advocates of transforming the European Union into a more unified, federal political entity with stronger common institutions and shared sovereignty among member states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European federalists Target entity description: European federalists are advocates of transforming the European Union into a more unified, federal political entity with stronger common institutions and shared sovereignty among member states.
-
A.
American Federationist
American Federationist was the official magazine of the American Federation of Labor, featuring articles on labor issues, union activities, and workers’ rights.
-
B.
Federalists
The Federalists were early American political leaders and thinkers who advocated for a strong centralized federal government and supported the ratification of the U.S. Constitution.
-
C.
European Solidarity
European Solidarity is a pro-European, center-right political party in Ukraine led by former president Petro Poroshenko.
-
D.
European integration
chosen
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.
-
E.
European Young Conservatives
The European Young Conservatives is a pan-European youth political organization that brings together young members and activists from conservative and reformist parties across Europe.
- F. None of above.
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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61df32a88190a7e823a77bdcc84a |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51ca2bc48190abb83f4d84782334 |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad55d41c048190a2d85dc19bc56242 |
completed | March 8, 2026, 10:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad564aed808190a58dbf3a84780255 |
completed | March 8, 2026, 10:58 a.m. |
Created at: March 4, 2026, 7:28 p.m.