Triple
T3721260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Ministry for Economic Cooperation and Development (Germany) |
E81641
|
entity |
| Predicate | typeOfAidManaged |
P25522
|
FINISHED |
| Object |
Official Development Assistance of Germany
Official Development Assistance of Germany is the country’s government-funded international aid program that finances development cooperation and poverty reduction efforts in partner countries.
|
E81641
|
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: Official Development Assistance of Germany | Statement: [Federal Ministry for Economic Cooperation and Development (Germany), typeOfAidManaged, Official Development Assistance of Germany]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Official Development Assistance of Germany Context triple: [Federal Ministry for Economic Cooperation and Development (Germany), typeOfAidManaged, Official Development Assistance of Germany]
-
A.
Federal Ministry for Economic Cooperation and Development (Germany)
The Federal Ministry for Economic Cooperation and Development (Germany) is the federal government department responsible for formulating and implementing Germany’s development policy and international development cooperation programs.
-
B.
Permanent Mission of Germany to the United Nations
The Permanent Mission of Germany to the United Nations is Germany’s official diplomatic representation to the UN, responsible for advancing German foreign policy and coordinating its participation in multilateral negotiations at UN headquarters.
-
C.
Germany Trade and Invest
Germany Trade and Invest is the German government’s economic development agency responsible for promoting foreign investment in Germany and supporting German companies in international markets.
-
D.
German Research Foundation
The German Research Foundation is Germany’s central self-governing research funding organization, supporting research projects and infrastructure across all disciplines at universities and research institutions.
-
E.
Federal Ministry of Labour and Social Affairs of Germany
The Federal Ministry of Labour and Social Affairs of Germany is the federal government department responsible for national labor policy, employment regulation, and social welfare systems.
- 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: Official Development Assistance of Germany Triple: [Federal Ministry for Economic Cooperation and Development (Germany), typeOfAidManaged, Official Development Assistance of Germany]
Generated description
Official Development Assistance of Germany is the country’s government-funded international aid program that finances development cooperation and poverty reduction efforts in partner countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Official Development Assistance of Germany Target entity description: Official Development Assistance of Germany is the country’s government-funded international aid program that finances development cooperation and poverty reduction efforts in partner countries.
-
A.
Federal Ministry for Economic Cooperation and Development (Germany)
chosen
The Federal Ministry for Economic Cooperation and Development (Germany) is the federal government department responsible for formulating and implementing Germany’s development policy and international development cooperation programs.
-
B.
Permanent Mission of Germany to the United Nations
The Permanent Mission of Germany to the United Nations is Germany’s official diplomatic representation to the UN, responsible for advancing German foreign policy and coordinating its participation in multilateral negotiations at UN headquarters.
-
C.
Germany Trade and Invest
Germany Trade and Invest is the German government’s economic development agency responsible for promoting foreign investment in Germany and supporting German companies in international markets.
-
D.
German Research Foundation
The German Research Foundation is Germany’s central self-governing research funding organization, supporting research projects and infrastructure across all disciplines at universities and research institutions.
-
E.
Federal Ministry of Labour and Social Affairs of Germany
The Federal Ministry of Labour and Social Affairs of Germany is the federal government department responsible for national labor policy, employment regulation, and social welfare systems.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: typeOfAidManaged Context triple: [Federal Ministry for Economic Cooperation and Development (Germany), typeOfAidManaged, Official Development Assistance of Germany]
-
A.
identifierTypeManaged
Indicates that one entity is responsible for administering or controlling the type or scheme of identifiers used for another entity.
-
B.
typeOfEquipmentManaged
Indicates the specific kind or category of equipment that an entity is responsible for managing.
-
C.
hasTypeOfManagement
Indicates that an entity is associated with or operates under a specified form or style of management.
-
D.
aidType
chosen
Indicates the type or category of assistance or support being provided in the relationship.
-
E.
isManagedFor
Indicates that one entity is administered, overseen, or controlled on behalf of another entity or purpose.
- 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_69ad8b1b7ef081908d2d381bbf54985a |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adca9d29208190bbf38a6aa88f954a |
completed | March 8, 2026, 7:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce184c9c8190813ce589c48007c1 |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4ce9188288190a354d747ade5043b |
completed | March 14, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4cefbf6f081909aed20f8c455d5b8 |
completed | March 14, 2026, 2:59 a.m. |
| PD | Predicate disambiguation | batch_69adc0436e508190909ec4a3e8443aef |
completed | March 8, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:34 p.m.