Triple

T22405222
Position Surface form Disambiguated ID Type / Status
Subject CMDh E553862 entity
Predicate regulatoryProcedure P62842 FINISHED
Object Mutual Recognition Procedure
The Mutual Recognition Procedure is a European Union system for authorizing medicines whereby a marketing authorization granted in one member state can be recognized by other member states, streamlining access across the EU.
E1533667 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: Mutual Recognition Procedure | Statement: [CMDh, regulatoryProcedure, Mutual Recognition Procedure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mutual Recognition Procedure
Context triple: [CMDh, regulatoryProcedure, Mutual Recognition Procedure]
  • A. CIPM Mutual Recognition Arrangement
    The CIPM Mutual Recognition Arrangement is an international framework through which national metrology institutes mutually recognize each other’s measurement standards and calibration and measurement certificates, supporting global consistency and trust in measurements.
  • B. Schengen evaluation mechanism
    The Schengen evaluation mechanism is an EU system for regularly assessing how well member states implement and comply with the rules governing the Schengen Area.
  • C. Mutual Recognition Arrangement between Australia and New Zealand
    The Mutual Recognition Arrangement between Australia and New Zealand is a bilateral agreement that allows goods and professional qualifications legally accepted in one country to be recognized in the other, facilitating freer trade and labor mobility across the Tasman.
  • D. ILAC Mutual Recognition Arrangement
    The ILAC Mutual Recognition Arrangement is an international agreement that facilitates global acceptance of accredited laboratory and inspection results by harmonizing accreditation practices among its signatory bodies.
  • E. Lamfalussy process
    The Lamfalussy process is a four-level regulatory approach used by the European Union to develop, implement, and update financial services legislation more efficiently and consistently across 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: Mutual Recognition Procedure
Triple: [CMDh, regulatoryProcedure, Mutual Recognition Procedure]
Generated description
The Mutual Recognition Procedure is a European Union system for authorizing medicines whereby a marketing authorization granted in one member state can be recognized by other member states, streamlining access across the EU.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mutual Recognition Procedure
Target entity description: The Mutual Recognition Procedure is a European Union system for authorizing medicines whereby a marketing authorization granted in one member state can be recognized by other member states, streamlining access across the EU.
  • A. CIPM Mutual Recognition Arrangement
    The CIPM Mutual Recognition Arrangement is an international framework through which national metrology institutes mutually recognize each other’s measurement standards and calibration and measurement certificates, supporting global consistency and trust in measurements.
  • B. Schengen evaluation mechanism
    The Schengen evaluation mechanism is an EU system for regularly assessing how well member states implement and comply with the rules governing the Schengen Area.
  • C. Mutual Recognition Arrangement between Australia and New Zealand
    The Mutual Recognition Arrangement between Australia and New Zealand is a bilateral agreement that allows goods and professional qualifications legally accepted in one country to be recognized in the other, facilitating freer trade and labor mobility across the Tasman.
  • D. ILAC Mutual Recognition Arrangement
    The ILAC Mutual Recognition Arrangement is an international agreement that facilitates global acceptance of accredited laboratory and inspection results by harmonizing accreditation practices among its signatory bodies.
  • E. Lamfalussy process
    The Lamfalussy process is a four-level regulatory approach used by the European Union to develop, implement, and update financial services legislation more efficiently and consistently across member states.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: regulatoryProcedure
Context triple: [CMDh, regulatoryProcedure, Mutual Recognition Procedure]
  • A. regulatoryOutcome
    Indicates the result or consequence of a regulatory process, such as approval, rejection, modification, or other formal decision made by a regulatory authority regarding an entity or action.
  • B. regulatoryDocument
    Indicates a relationship where one entity serves as a regulatory document that defines rules, standards, or requirements governing another entity.
  • C. regulatoryType
    Indicates the specific kind or category of regulatory control, rule, or oversight that applies in the given relationship.
  • D. regulatoryTool chosen
    Indicates that something functions as an instrument, mechanism, or means used to establish, enforce, or guide rules, standards, or controls over another entity or process.
  • E. regulatoryStandard
    Indicates that one entity serves as an official rule, guideline, or benchmark that governs, constrains, or evaluates the behavior, quality, or performance of another entity.
  • 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_69e11e4da7048190b4387d422a9a0de5 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f158b739b88190a7f1f20fd1e9b188 completed April 29, 2026, 1:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae9cfabe081908d6a001bcfe5372c completed May 18, 2026, 10:28 a.m.
NEDg Description generation batch_6a0aea5eef848190893c8b7f6066092d completed May 18, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0aeaf55efc81909438a39cbfd5e723 completed May 18, 2026, 10:33 a.m.
PD Predicate disambiguation batch_69e8989495bc81909d2699fce5992e28 completed April 22, 2026, 9:44 a.m.
Created at: April 16, 2026, 8:46 p.m.