Triple

T118424
Position Surface form Disambiguated ID Type / Status
Subject Wirtschaftswunder E2392 entity
Predicate associatedWithPerson P37 FINISHED
Object Ludwig Erhard
Ludwig Erhard was a German economist and statesman who, as economics minister and later chancellor, became known as the architect of West Germany’s postwar “economic miracle.”
 E12918 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: Ludwig Erhard | Statement: [Wirtschaftswunder, associatedWithPerson, Ludwig Erhard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludwig Erhard
Context triple: [Wirtschaftswunder, associatedWithPerson, Ludwig Erhard]
  • A. Konrad Adenauer
    Konrad Adenauer was a German statesman who led the postwar reconstruction and Western integration of Germany, serving as a key architect of modern German democracy and European unity.
  • B. Helmut Kohl
    Helmut Kohl was a long-serving German chancellor best known for overseeing German reunification and shaping the early course of the European Union.
  • C. Gerhard Schröder
    Gerhard Schröder is a German Social Democratic politician who served as Chancellor of Germany from 1998 to 2005.
  • D. Angela Merkel
    Angela Merkel is a German politician who served as Chancellor of Germany from 2005 to 2021 and became one of the most influential leaders in Europe and the world.
  • E. Hermann Göring
    Hermann Göring was a leading Nazi politician and military leader who served as head of the Luftwaffe and one of Adolf Hitler’s closest associates during the Third Reich.
  • 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: Ludwig Erhard
Triple: [Wirtschaftswunder, associatedWithPerson, Ludwig Erhard]
Generated description
Ludwig Erhard was a German economist and statesman who, as economics minister and later chancellor, became known as the architect of West Germany’s postwar “economic miracle.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludwig Erhard
Target entity description: Ludwig Erhard was a German economist and statesman who, as economics minister and later chancellor, became known as the architect of West Germany’s postwar “economic miracle.”
  • A. Konrad Adenauer
    Konrad Adenauer was a German statesman who led the postwar reconstruction and Western integration of Germany, serving as a key architect of modern German democracy and European unity.
  • B. Helmut Kohl
    Helmut Kohl was a long-serving German chancellor best known for overseeing German reunification and shaping the early course of the European Union.
  • C. Gerhard Schröder
    Gerhard Schröder is a German Social Democratic politician who served as Chancellor of Germany from 1998 to 2005.
  • D. Angela Merkel
    Angela Merkel is a German politician who served as Chancellor of Germany from 2005 to 2021 and became one of the most influential leaders in Europe and the world.
  • E. Hermann Göring
    Hermann Göring was a leading Nazi politician and military leader who served as head of the Luftwaffe and one of Adolf Hitler’s closest associates during the Third Reich.
  • 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_69a2506c5428819085c28a8884790e29 completed Feb. 28, 2026, 2:18 a.m.
NER Named-entity recognition batch_69a257145e0c81908a00c6c4a17b53f0 completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2917de638819087f7c16d21963c63 completed Feb. 28, 2026, 6:55 a.m.
NEDg Description generation batch_69a295bbc23c81908194d6f4bea4fcd4 completed Feb. 28, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69a2968bffd881908147c66838776fef completed Feb. 28, 2026, 7:17 a.m.
Created at: Feb. 28, 2026, 2:24 a.m.