Triple

T6878791
Position Surface form Disambiguated ID Type / Status
Subject excessive deficit procedure E158738 entity
Predicate hasLegalBasisIn P125 FINISHED
Object Protocol No 12 on the excessive deficit procedure
Protocol No 12 on the excessive deficit procedure is a legal instrument of the European Union that sets out detailed rules and criteria for monitoring and correcting excessive government budget deficits and public debt in member states.
E625507 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: Protocol No 12 on the excessive deficit procedure | Statement: [excessive deficit procedure, hasLegalBasisIn, Protocol No 12 on the excessive deficit procedure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Protocol No 12 on the excessive deficit procedure
Context triple: [excessive deficit procedure, hasLegalBasisIn, Protocol No 12 on the excessive deficit procedure]
  • A. excessive deficit procedure
    The excessive deficit procedure is an EU fiscal oversight mechanism that monitors and corrects member states’ budget deficits and public debt to ensure compliance with the Stability and Growth Pact.
  • B. Macroeconomic Imbalance Procedure
    The Macroeconomic Imbalance Procedure is an EU framework for monitoring, preventing, and correcting harmful macroeconomic trends—such as excessive debt, housing bubbles, or competitiveness losses—in member states.
  • C. 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.
  • D. 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.
  • E. Protocol on the application of the principles of subsidiarity and proportionality
    The Protocol on the application of the principles of subsidiarity and proportionality is an EU legal instrument that clarifies how and when the Union should act instead of Member States, ensuring that EU measures do not exceed what is necessary to achieve their objectives.
  • 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: Protocol No 12 on the excessive deficit procedure
Triple: [excessive deficit procedure, hasLegalBasisIn, Protocol No 12 on the excessive deficit procedure]
Generated description
Protocol No 12 on the excessive deficit procedure is a legal instrument of the European Union that sets out detailed rules and criteria for monitoring and correcting excessive government budget deficits and public debt in member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Protocol No 12 on the excessive deficit procedure
Target entity description: Protocol No 12 on the excessive deficit procedure is a legal instrument of the European Union that sets out detailed rules and criteria for monitoring and correcting excessive government budget deficits and public debt in member states.
  • A. excessive deficit procedure
    The excessive deficit procedure is an EU fiscal oversight mechanism that monitors and corrects member states’ budget deficits and public debt to ensure compliance with the Stability and Growth Pact.
  • B. Macroeconomic Imbalance Procedure
    The Macroeconomic Imbalance Procedure is an EU framework for monitoring, preventing, and correcting harmful macroeconomic trends—such as excessive debt, housing bubbles, or competitiveness losses—in member states.
  • C. 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.
  • D. 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.
  • E. Protocol on the application of the principles of subsidiarity and proportionality
    The Protocol on the application of the principles of subsidiarity and proportionality is an EU legal instrument that clarifies how and when the Union should act instead of Member States, ensuring that EU measures do not exceed what is necessary to achieve their objectives.
  • 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_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.
Created at: March 27, 2026, 2:22 p.m.