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.