Triple

T2320083
Position Surface form Disambiguated ID Type / Status
Subject Directorate-General for Budget E51159 entity
Predicate oversightOf P636 FINISHED
Object multiannual financial framework of the European Union
The multiannual financial framework of the European Union is the EU’s long-term budget plan that sets binding expenditure ceilings and priorities over a multi-year period, guiding how EU funds are allocated and spent.
E256087 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: multiannual financial framework of the European Union | Statement: [Directorate-General for Budget, oversightOf, multiannual financial framework of the European Union]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: multiannual financial framework of the European Union
Context triple: [Directorate-General for Budget, oversightOf, multiannual financial framework of the European Union]
  • A. European Structural and Investment Funds
    The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
  • B. Treaty Establishing the European Stability Mechanism
    The Treaty Establishing the European Stability Mechanism is an international agreement among euro area member states that created the permanent bailout fund designed to safeguard financial stability in the eurozone.
  • C. Pact for Research and Innovation in Europe
    The Pact for Research and Innovation in Europe is an EU-level framework that sets shared principles and priority areas to guide and coordinate research and innovation policies across European countries.
  • D. Treaty on the Functioning of the European Union
    The Treaty on the Functioning of the European Union is one of the EU’s primary founding treaties, setting out its institutional framework, policy competences, and detailed rules governing the functioning of the Union’s internal market and other key areas.
  • E. 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.
  • 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: multiannual financial framework of the European Union
Triple: [Directorate-General for Budget, oversightOf, multiannual financial framework of the European Union]
Generated description
The multiannual financial framework of the European Union is the EU’s long-term budget plan that sets binding expenditure ceilings and priorities over a multi-year period, guiding how EU funds are allocated and spent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: multiannual financial framework of the European Union
Target entity description: The multiannual financial framework of the European Union is the EU’s long-term budget plan that sets binding expenditure ceilings and priorities over a multi-year period, guiding how EU funds are allocated and spent.
  • A. European Structural and Investment Funds
    The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
  • B. Treaty Establishing the European Stability Mechanism
    The Treaty Establishing the European Stability Mechanism is an international agreement among euro area member states that created the permanent bailout fund designed to safeguard financial stability in the eurozone.
  • C. Pact for Research and Innovation in Europe
    The Pact for Research and Innovation in Europe is an EU-level framework that sets shared principles and priority areas to guide and coordinate research and innovation policies across European countries.
  • D. Treaty on the Functioning of the European Union
    The Treaty on the Functioning of the European Union is one of the EU’s primary founding treaties, setting out its institutional framework, policy competences, and detailed rules governing the functioning of the Union’s internal market and other key areas.
  • E. 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.
  • 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_69a88b074b908190ae983dbca7757d88 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc632474c8190972b4611a3a4ff8f completed March 7, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae896911908190b53954dbf854cc18 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8d2dcc8081908d4274b2287ff2b8 completed March 9, 2026, 9:04 a.m.
NED2 Entity disambiguation (via description) batch_69ae8d786a648190acf0a14e0d4a120c completed March 9, 2026, 9:06 a.m.
Created at: March 4, 2026, 7:49 p.m.