Triple

T3721231
Position Surface form Disambiguated ID Type / Status
Subject Federal Ministry for Economic Cooperation and Development (Germany) E81641 entity
Predicate oversees P46 FINISHED
Object German Agency for International Cooperation
The German Agency for International Cooperation (GIZ) is Germany’s main federal development agency, implementing international cooperation projects worldwide in areas such as sustainable development, governance, and economic development.
E381237 NE FINISHED

How this triple was built (4 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: German Agency for International Cooperation | Statement: [Federal Ministry for Economic Cooperation and Development (Germany), oversees, German Agency for International Cooperation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Agency for International Cooperation
Context triple: [Federal Ministry for Economic Cooperation and Development (Germany), oversees, German Agency for International Cooperation]
  • 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. Friedrich Ebert Foundation
    The Friedrich Ebert Foundation is a German political foundation linked to the social democratic movement that promotes democracy, political education, and social justice through research, scholarships, and international cooperation.
  • 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. German Foreign Office
    The German Foreign Office is Germany’s federal ministry responsible for managing the country’s foreign policy, diplomatic relations, and representation abroad.
  • 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: German Agency for International Cooperation
Triple: [Federal Ministry for Economic Cooperation and Development (Germany), oversees, German Agency for International Cooperation]
Generated description
The German Agency for International Cooperation (GIZ) is Germany’s main federal development agency, implementing international cooperation projects worldwide in areas such as sustainable development, governance, and economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Agency for International Cooperation
Target entity description: The German Agency for International Cooperation (GIZ) is Germany’s main federal development agency, implementing international cooperation projects worldwide in areas such as sustainable development, governance, and economic development.
  • 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. Friedrich Ebert Foundation
    The Friedrich Ebert Foundation is a German political foundation linked to the social democratic movement that promotes democracy, political education, and social justice through research, scholarships, and international cooperation.
  • 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. German Foreign Office
    The German Foreign Office is Germany’s federal ministry responsible for managing the country’s foreign policy, diplomatic relations, and representation abroad.
  • F. None of above. chosen

Provenance (5 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.
Created at: March 8, 2026, 3:34 p.m.