Triple
T2405950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Member States of the European Union |
E50275
|
entity |
| Predicate | requiresForAccession |
P39227
|
FINISHED |
| Object |
Copenhagen criteria
The Copenhagen criteria are the political, economic, and legal standards that a country must meet to qualify for membership in the European Union.
|
E264255
|
NE FINISHED |
How this triple was built (5 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: Copenhagen criteria | Statement: [Member States of the European Union, requiresForAccession, Copenhagen criteria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Copenhagen criteria Context triple: [Member States of the European Union, requiresForAccession, Copenhagen criteria]
-
A.
Stability and Growth Pact
The Stability and Growth Pact is the European Union’s fiscal framework that sets budgetary rules and deficit limits for member states to support the stability of the euro.
-
B.
European Semester
The European Semester is the European Union’s annual framework for coordinating and monitoring member states’ economic, fiscal, and structural policies to support stability and growth within the Economic and Monetary Union.
-
C.
Lisbon Strategy
The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
-
D.
Treaty of Lisbon
The Treaty of Lisbon is a 2007 agreement that reformed the European Union’s institutional structure and decision-making processes, enhancing its efficiency, democratic legitimacy, and coherence in external action.
-
E.
Union of the Capitals of the European Union
The Union of the Capitals of the European Union is an association that brings together the capital cities of EU member states to promote cooperation, exchange of best practices, and joint representation on urban and European policy issues.
- 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: Copenhagen criteria Triple: [Member States of the European Union, requiresForAccession, Copenhagen criteria]
Generated description
The Copenhagen criteria are the political, economic, and legal standards that a country must meet to qualify for membership in the European Union.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Copenhagen criteria Target entity description: The Copenhagen criteria are the political, economic, and legal standards that a country must meet to qualify for membership in the European Union.
-
A.
Stability and Growth Pact
The Stability and Growth Pact is the European Union’s fiscal framework that sets budgetary rules and deficit limits for member states to support the stability of the euro.
-
B.
European Semester
The European Semester is the European Union’s annual framework for coordinating and monitoring member states’ economic, fiscal, and structural policies to support stability and growth within the Economic and Monetary Union.
-
C.
Lisbon Strategy
The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
-
D.
Treaty of Lisbon
The Treaty of Lisbon is a 2007 agreement that reformed the European Union’s institutional structure and decision-making processes, enhancing its efficiency, democratic legitimacy, and coherence in external action.
-
E.
Union of the Capitals of the European Union
The Union of the Capitals of the European Union is an association that brings together the capital cities of EU member states to promote cooperation, exchange of best practices, and joint representation on urban and European policy issues.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresForAccession Context triple: [Member States of the European Union, requiresForAccession, Copenhagen criteria]
-
A.
openForAccessionTo
Indicates that something (such as a treaty, agreement, or organization) is available for other parties to formally join or become a member of.
-
B.
requiresPermitFor
Indicates that one entity must obtain formal permission or authorization before performing an action involving another entity.
-
C.
requiresCheckIn
Indicates that one entity must perform a check-in action or be checked in as a prerequisite for another entity, event, or process to proceed.
-
D.
EUAccession
Indicates that an entity becomes a member state of the European Union through the formal accession process.
-
E.
requiredBy
Indicates that one entity depends on or cannot function properly without another entity being present, completed, or satisfied.
- F. None of above. chosen
Provenance (7 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_69a88b0339a88190a1207333cd271cc9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abceab9ce881909ae0a2f34515c11e |
completed | March 7, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3e95334819093923b0c36b968f2 |
completed | March 9, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_69aeb7b2d8f88190a12ce00000735fd6 |
completed | March 9, 2026, 12:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb827504c8190bd458e79193d51cc |
completed | March 9, 2026, 12:08 p.m. |
| PD | Predicate disambiguation | batch_69abc5a530e8819094105aa92dfaf6b3 |
completed | March 7, 2026, 6:28 a.m. |
| PDg | Predicate description generation | batch_69abceaa42b88190a790355100fede3d |
completed | March 7, 2026, 7:07 a.m. |
Created at: March 4, 2026, 7:58 p.m.