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.