Triple

T3721232
Position Surface form Disambiguated ID Type / Status
Subject Federal Ministry for Economic Cooperation and Development (Germany) E81641 entity
Predicate oversees P46 FINISHED
Object KfW Development Bank (development cooperation activities)
KfW Development Bank is Germany’s state-owned development bank that finances and implements international development and cooperation projects on behalf of the German government.
E381238 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: KfW Development Bank (development cooperation activities) | Statement: [Federal Ministry for Economic Cooperation and Development (Germany), oversees, KfW Development Bank (development cooperation activities)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KfW Development Bank (development cooperation activities)
Context triple: [Federal Ministry for Economic Cooperation and Development (Germany), oversees, KfW Development Bank (development cooperation activities)]
  • 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. European Bank for Reconstruction and Development
    The European Bank for Reconstruction and Development is an international financial institution that supports market-oriented economic development and private sector growth, primarily in Central and Eastern Europe and neighboring regions.
  • C. International Finance Corporation
    The International Finance Corporation is a global development institution that is part of the World Bank Group and focuses on promoting private sector investment in developing countries to reduce poverty and support sustainable growth.
  • D. multilateral development banks
    Multilateral development banks are international financial institutions that provide loans, grants, and technical assistance to support economic development and poverty reduction in multiple countries, typically focusing on large-scale public and social infrastructure projects.
  • E. Swiss Agency for Development and Cooperation
    The Swiss Agency for Development and Cooperation is Switzerland’s governmental body responsible for international development, humanitarian aid, and cooperation with developing countries.
  • 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: KfW Development Bank (development cooperation activities)
Triple: [Federal Ministry for Economic Cooperation and Development (Germany), oversees, KfW Development Bank (development cooperation activities)]
Generated description
KfW Development Bank is Germany’s state-owned development bank that finances and implements international development and cooperation projects on behalf of the German government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KfW Development Bank (development cooperation activities)
Target entity description: KfW Development Bank is Germany’s state-owned development bank that finances and implements international development and cooperation projects on behalf of the German government.
  • 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. European Bank for Reconstruction and Development
    The European Bank for Reconstruction and Development is an international financial institution that supports market-oriented economic development and private sector growth, primarily in Central and Eastern Europe and neighboring regions.
  • C. International Finance Corporation
    The International Finance Corporation is a global development institution that is part of the World Bank Group and focuses on promoting private sector investment in developing countries to reduce poverty and support sustainable growth.
  • D. multilateral development banks
    Multilateral development banks are international financial institutions that provide loans, grants, and technical assistance to support economic development and poverty reduction in multiple countries, typically focusing on large-scale public and social infrastructure projects.
  • E. Swiss Agency for Development and Cooperation
    The Swiss Agency for Development and Cooperation is Switzerland’s governmental body responsible for international development, humanitarian aid, and cooperation with developing countries.
  • 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.