Triple
T265361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Class V: Social Sciences, Law and Economics |
E5709
|
entity |
| Predicate | hasTopic |
P531
|
FINISHED |
| Object |
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.
|
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 integration | Statement: [Class V: Social Sciences, Law and Economics, hasTopic, European integration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European integration Context triple: [Class V: Social Sciences, Law and Economics, hasTopic, European integration]
-
A.
Western European Union
The Western European Union was a now-defunct European defense and security organization that coordinated military cooperation among several Western European states during the Cold War and its aftermath.
-
B.
European Union economic and monetary union
The European Union economic and monetary union is the EU framework that coordinates economic policy and establishes a single currency and monetary policy for participating member states.
-
C.
European institutions
European institutions are the key political and administrative bodies of the European Union and its associated organizations, responsible for creating, implementing, and overseeing policies and legislation across member states.
-
D.
European Union
The European Union is a political and economic union of European countries that collectively form one of the world’s largest single markets and play a major role in global diplomacy and governance.
-
E.
European Council
The European Council is an EU institution that brings together the heads of state or government of member countries to define the European Union’s overall political direction and priorities.
- 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 integration Triple: [Class V: Social Sciences, Law and Economics, hasTopic, European integration]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European integration Target entity description: 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.
-
A.
Western European Union
The Western European Union was a now-defunct European defense and security organization that coordinated military cooperation among several Western European states during the Cold War and its aftermath.
-
B.
European Union economic and monetary union
The European Union economic and monetary union is the EU framework that coordinates economic policy and establishes a single currency and monetary policy for participating member states.
-
C.
European institutions
European institutions are the key political and administrative bodies of the European Union and its associated organizations, responsible for creating, implementing, and overseeing policies and legislation across member states.
-
D.
European Union
The European Union is a political and economic union of European countries that collectively form one of the world’s largest single markets and play a major role in global diplomacy and governance.
-
E.
European Council
The European Council is an EU institution that brings together the heads of state or government of member countries to define the European Union’s overall political direction and priorities.
- 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_69a2587daeb081909591b9d30f80a271 |
completed | Feb. 28, 2026, 2:52 a.m. |
| NER | Named-entity recognition | batch_69a25d8f9bbc8190a13841e4de093a66 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a389ae45648190966804664bf4f861 |
completed | March 1, 2026, 12:34 a.m. |
| NEDg | Description generation | batch_69a38a9adf4481909300cfa1fb3129cc |
completed | March 1, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38aef72808190953043b9c480fada |
completed | March 1, 2026, 12:40 a.m. |
Created at: Feb. 28, 2026, 2:56 a.m.