Triple

T2407523
Position Surface form Disambiguated ID Type / Status
Subject Directorate-General for Migration and Home Affairs E50309 entity
Predicate usesFund P30088 FINISHED
Object Asylum, Migration and Integration Fund
The Asylum, Migration and Integration Fund is a European Union financial instrument that supports member states in managing migration flows, improving asylum systems, and fostering the integration of third-country nationals.
E262396 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: Asylum, Migration and Integration Fund | Statement: [Directorate-General for Migration and Home Affairs, usesFund, Asylum, Migration and Integration Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asylum, Migration and Integration Fund
Context triple: [Directorate-General for Migration and Home Affairs, usesFund, Asylum, Migration and Integration Fund]
  • A. European Social Fund
    The European Social Fund is a European Union financial instrument dedicated to improving employment opportunities, promoting social inclusion, and investing in skills and workforce development across member states.
  • B. Directorate-General for Migration and Home Affairs
    The Directorate-General for Migration and Home Affairs is the European Commission department responsible for EU policies on migration, security, borders, and asylum.
  • C. European Solidarity Centre
    The European Solidarity Centre is a museum and cultural institution in Gdańsk, Poland, dedicated to the history and legacy of the Solidarity movement and the struggle for freedom and democracy in Central and Eastern Europe.
  • D. Common European Asylum System
    The Common European Asylum System is the European Union’s framework of laws and standards that harmonizes how member states handle asylum applications, refugee protection, and reception conditions.
  • E. 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.
  • 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: Asylum, Migration and Integration Fund
Triple: [Directorate-General for Migration and Home Affairs, usesFund, Asylum, Migration and Integration Fund]
Generated description
The Asylum, Migration and Integration Fund is a European Union financial instrument that supports member states in managing migration flows, improving asylum systems, and fostering the integration of third-country nationals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asylum, Migration and Integration Fund
Target entity description: The Asylum, Migration and Integration Fund is a European Union financial instrument that supports member states in managing migration flows, improving asylum systems, and fostering the integration of third-country nationals.
  • A. European Social Fund
    The European Social Fund is a European Union financial instrument dedicated to improving employment opportunities, promoting social inclusion, and investing in skills and workforce development across member states.
  • B. Directorate-General for Migration and Home Affairs
    The Directorate-General for Migration and Home Affairs is the European Commission department responsible for EU policies on migration, security, borders, and asylum.
  • C. European Solidarity Centre
    The European Solidarity Centre is a museum and cultural institution in Gdańsk, Poland, dedicated to the history and legacy of the Solidarity movement and the struggle for freedom and democracy in Central and Eastern Europe.
  • D. Common European Asylum System
    The Common European Asylum System is the European Union’s framework of laws and standards that harmonizes how member states handle asylum applications, refugee protection, and reception conditions.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesFund
Context triple: [Directorate-General for Migration and Home Affairs, usesFund, Asylum, Migration and Integration Fund]
  • A. funds
    Indicates that one entity provides financial resources or monetary support to another entity or activity.
  • B. fundedBy
    Indicates that an entity receives financial support or resources from another entity.
  • C. usedSupport
    Indicates that one entity employed or relied on another entity as a means of support or assistance in performing an action or achieving a result.
  • D. includesFundType chosen
    Indicates that one entity contains or encompasses a particular type or category of fund within its scope or structure.
  • E. notFundedBy
    Indicates that one entity does not receive financial support, backing, or funding from 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_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_69aeb3eba9d08190a2c63e590e08b4df completed March 9, 2026, 11:50 a.m.
NEDg Description generation batch_69aeb4a5e9c481908426fe51343a1342 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb52bec1881909c589aea2af3684c completed March 9, 2026, 11:55 a.m.
PD Predicate disambiguation batch_69abc5a530e8819094105aa92dfaf6b3 completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:58 p.m.