Triple

T1713599
Position Surface form Disambiguated ID Type / Status
Subject Foreign Affairs (Belgium) E37238 entity
Predicate hasSubAgency P747 FINISHED
Object Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)
The Directorate-General for Development Cooperation and Humanitarian Aid is the Belgian federal body responsible for planning, coordinating, and implementing Belgium’s international development policy and humanitarian assistance.
E192732 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: Directorate-General for Development Cooperation and Humanitarian Aid (Belgium) | Statement: [Foreign Affairs (Belgium), hasSubAgency, Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)
Context triple: [Foreign Affairs (Belgium), hasSubAgency, Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)]
  • A. Benelux Secretariat-General
    The Benelux Secretariat-General is the central administrative body that supports and coordinates policy cooperation and integration efforts among Belgium, the Netherlands, and Luxembourg within the Benelux Union.
  • B. Office for the Coordination of Humanitarian Affairs
    The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
  • C. Directorate-General for International Partnerships
    The Directorate-General for International Partnerships is the European Commission department responsible for designing and implementing the European Union’s international development and cooperation policies with partner countries.
  • D. Belgian Ministry of Defence
    The Belgian Ministry of Defence is the federal government department responsible for managing Belgium’s armed forces, defence policy, and military education and infrastructure.
  • E. Netherlands Red Cross
    The Netherlands Red Cross is the Dutch national humanitarian organization that provides emergency assistance, disaster relief, and health-related support as part of the International Red Cross and Red Crescent Movement.
  • 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: Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)
Triple: [Foreign Affairs (Belgium), hasSubAgency, Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)]
Generated description
The Directorate-General for Development Cooperation and Humanitarian Aid is the Belgian federal body responsible for planning, coordinating, and implementing Belgium’s international development policy and humanitarian assistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)
Target entity description: The Directorate-General for Development Cooperation and Humanitarian Aid is the Belgian federal body responsible for planning, coordinating, and implementing Belgium’s international development policy and humanitarian assistance.
  • A. Benelux Secretariat-General
    The Benelux Secretariat-General is the central administrative body that supports and coordinates policy cooperation and integration efforts among Belgium, the Netherlands, and Luxembourg within the Benelux Union.
  • B. Office for the Coordination of Humanitarian Affairs
    The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
  • C. Directorate-General for International Partnerships
    The Directorate-General for International Partnerships is the European Commission department responsible for designing and implementing the European Union’s international development and cooperation policies with partner countries.
  • D. Belgian Ministry of Defence
    The Belgian Ministry of Defence is the federal government department responsible for managing Belgium’s armed forces, defence policy, and military education and infrastructure.
  • E. Netherlands Red Cross
    The Netherlands Red Cross is the Dutch national humanitarian organization that provides emergency assistance, disaster relief, and health-related support as part of the International Red Cross and Red Crescent Movement.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSubAgency
Context triple: [Foreign Affairs (Belgium), hasSubAgency, Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)]
  • A. hasSubsidiaryLabel
    Indicates that one entity is identified as a subsidiary or subordinate organization of another entity.
  • B. hasSubaward
    Indicates that one entity grants a secondary or subordinate award, contract, or funding allocation to another entity under a primary award or agreement.
  • C. hasSubdivision chosen
    Indicates that one entity is divided into and contains another entity as one of its constituent parts or administrative units.
  • D. hasKeyAgency
    Indicates that an entity serves as the primary responsible or controlling agency for another entity, action, or process.
  • E. servesAgency
    Indicates that one entity performs services or functions on behalf of, or under the authority of, an agency.
  • 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_69a8861912dc8190931af43b4b9158a7 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69ab7521878c8190b9e7739b8c3fc705 completed March 7, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ae10a048190b7a39e4fb4fbe224 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957adf1c8190b7c8656c1984f998 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97af6b388190b2af293599108df3 completed March 8, 2026, 3:37 p.m.
PD Predicate disambiguation batch_69aa61bd46d48190915500d75a9d8e94 completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:30 p.m.