Triple
T6878753
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic and Monetary Union of the European Union |
E158737
|
entity |
| Predicate | hasConvergenceCriteria |
P5499
|
FINISHED |
| Object |
Maastricht criteria
The Maastricht criteria are the economic and fiscal conditions EU member states must meet to qualify for adopting the euro, including limits on inflation, government deficit, debt, exchange rate stability, and interest rates.
|
E625503
|
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: Maastricht criteria | Statement: [Economic and Monetary Union of the European Union, hasConvergenceCriteria, Maastricht criteria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maastricht criteria Context triple: [Economic and Monetary Union of the European Union, hasConvergenceCriteria, Maastricht 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.
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.
-
C.
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.
-
D.
European Monetary System
The European Monetary System was a regional arrangement among European Community countries, established in 1979, to stabilize exchange rates and coordinate monetary policy as a step toward deeper economic and monetary integration.
-
E.
Maastricht Treaty 1992
The Maastricht Treaty of 1992 is the landmark agreement that formally created the European Union, introduced the euro, and deepened political and economic integration among its member states.
- 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: Maastricht criteria Triple: [Economic and Monetary Union of the European Union, hasConvergenceCriteria, Maastricht criteria]
Generated description
The Maastricht criteria are the economic and fiscal conditions EU member states must meet to qualify for adopting the euro, including limits on inflation, government deficit, debt, exchange rate stability, and interest rates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maastricht criteria Target entity description: The Maastricht criteria are the economic and fiscal conditions EU member states must meet to qualify for adopting the euro, including limits on inflation, government deficit, debt, exchange rate stability, and interest rates.
-
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.
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.
-
C.
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.
-
D.
European Monetary System
The European Monetary System was a regional arrangement among European Community countries, established in 1979, to stabilize exchange rates and coordinate monetary policy as a step toward deeper economic and monetary integration.
-
E.
Maastricht Treaty 1992
The Maastricht Treaty of 1992 is the landmark agreement that formally created the European Union, introduced the euro, and deepened political and economic integration among its member states.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasConvergenceCriteria Context triple: [Economic and Monetary Union of the European Union, hasConvergenceCriteria, Maastricht criteria]
-
A.
convergenceProperty
Indicates that one entity has a convergence-related characteristic or behavior with respect to another entity, such as approaching a limit or stabilizing under repeated application.
-
B.
hasConclusion
Indicates that something leads to, results in, or is associated with a particular conclusion.
-
C.
hasConformanceRequirements
chosen
Indicates that an entity is subject to specific rules, standards, or criteria that it must satisfy or comply with.
-
D.
hasQualityCriterion
Indicates that something is associated with a specific standard or criterion used to judge its quality.
-
E.
hasDivergence
Indicates that there is a difference, deviation, or separation between two otherwise related entities, states, or paths.
- F. None of above.
Provenance (6 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_69c68832af1481908ce356e133ebaebe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d8e498bc81908b2fbe0c6a8b95b7 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c742c2b81881909bd13df0d6028cc6 |
completed | March 28, 2026, 2:53 a.m. |
| NEDg | Description generation | batch_69c743d4b12081909f142efacca0bedb |
completed | March 28, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7445fbd488190938ec3dd59cbeb2c |
completed | March 28, 2026, 3 a.m. |
| PD | Predicate disambiguation | batch_69c6d7b363dc8190a7225b540ab2bc40 |
completed | March 27, 2026, 7:17 p.m. |
Created at: March 27, 2026, 2:22 p.m.