Triple

T3721253
Position Surface form Disambiguated ID Type / Status
Subject Federal Ministry for Economic Cooperation and Development (Germany) E81641 entity
Predicate politicalLeaderTitle P25165 FINISHED
Object Federal Minister for Economic Cooperation and Development
The Federal Minister for Economic Cooperation and Development is the German cabinet member responsible for shaping and overseeing the country’s development policy and international aid programs.
E381239 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: Federal Minister for Economic Cooperation and Development | Statement: [Federal Ministry for Economic Cooperation and Development (Germany), politicalLeaderTitle, Federal Minister for Economic Cooperation and Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Minister for Economic Cooperation and Development
Context triple: [Federal Ministry for Economic Cooperation and Development (Germany), politicalLeaderTitle, Federal Minister for Economic Cooperation and Development]
  • A. Federal Minister for Economic Affairs of Germany
    The Federal Minister for Economic Affairs of Germany is the cabinet-level government official responsible for shaping and overseeing the country’s economic policy, including competition, industry, and energy matters.
  • B. Federal Minister of Foreign Affairs of Germany
    The Federal Minister of Foreign Affairs of Germany is the cabinet-level official responsible for directing the country’s foreign policy and representing Germany in international diplomacy.
  • C. Commissioner for Economic Affairs
    The Commissioner for Economic Affairs is a senior African Union official responsible for guiding and coordinating the continent’s economic policy, integration, and development strategies.
  • D. Under Secretary of State for Economic Affairs
    The Under Secretary of State for Economic Affairs is a senior U.S. State Department official responsible for overseeing international economic policy, trade, and financial relations.
  • E. Federal Minister of Finance of Germany
    The Federal Minister of Finance of Germany is the cabinet-level government official responsible for overseeing the country’s federal budget, taxation, and overall fiscal and economic policy.
  • 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: Federal Minister for Economic Cooperation and Development
Triple: [Federal Ministry for Economic Cooperation and Development (Germany), politicalLeaderTitle, Federal Minister for Economic Cooperation and Development]
Generated description
The Federal Minister for Economic Cooperation and Development is the German cabinet member responsible for shaping and overseeing the country’s development policy and international aid programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Minister for Economic Cooperation and Development
Target entity description: The Federal Minister for Economic Cooperation and Development is the German cabinet member responsible for shaping and overseeing the country’s development policy and international aid programs.
  • A. Federal Minister for Economic Affairs of Germany
    The Federal Minister for Economic Affairs of Germany is the cabinet-level government official responsible for shaping and overseeing the country’s economic policy, including competition, industry, and energy matters.
  • B. Federal Minister of Foreign Affairs of Germany
    The Federal Minister of Foreign Affairs of Germany is the cabinet-level official responsible for directing the country’s foreign policy and representing Germany in international diplomacy.
  • C. Commissioner for Economic Affairs
    The Commissioner for Economic Affairs is a senior African Union official responsible for guiding and coordinating the continent’s economic policy, integration, and development strategies.
  • D. Under Secretary of State for Economic Affairs
    The Under Secretary of State for Economic Affairs is a senior U.S. State Department official responsible for overseeing international economic policy, trade, and financial relations.
  • E. Federal Minister of Finance of Germany
    The Federal Minister of Finance of Germany is the cabinet-level government official responsible for overseeing the country’s federal budget, taxation, and overall fiscal and economic policy.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: politicalLeaderTitle
Context triple: [Federal Ministry for Economic Cooperation and Development (Germany), politicalLeaderTitle, Federal Minister for Economic Cooperation and Development]
  • A. civilianLeaderTitle
    Indicates the official title held by a person who serves as the civilian leader of a group, organization, or jurisdiction.
  • B. politicalChiefTitle chosen
    Indicates the official title held by the leading political authority of a given entity or jurisdiction.
  • C. headOfGovernmentTitle
    Indicates the official title held by the person who serves as the head of a government.
  • D. officeHolderTitle
    Indicates the official position or title held by a person in an office or role.
  • E. notableOfficerTitle
    Indicates that an entity holds or is associated with a particularly distinguished or noteworthy officer position or title.
  • 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.