Triple

T3476500
Position Surface form Disambiguated ID Type / Status
Subject Deutscher Werkbund E73388 entity
Predicate founder P104 FINISHED
Object Fritz Schumacher
Fritz Schumacher was a prominent German architect and urban planner known for his influential role in early 20th-century design reform and modern architecture.
E692010 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: Fritz Schumacher | Statement: [Deutscher Werkbund, founder, Fritz Schumacher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fritz Schumacher
Context triple: [Deutscher Werkbund, founder, Fritz Schumacher]
  • A. Manfred Scheuer
    Manfred Scheuer is an Austrian Roman Catholic prelate who serves as the Bishop of Linz.
  • B. Franz-Josef Bode
    Franz-Josef Bode is a German Roman Catholic prelate who served for many years as the Bishop of Osnabrück and was known for his relatively progressive views within the German episcopate.
  • C. Heinz Ziegler
    Heinz Ziegler was a German Wehrmacht general during World War II who held several high-level command positions, including leadership roles associated with the 21st Panzer Division.
  • D. Sepp Herberger
    Sepp Herberger was a legendary German football coach best known for leading West Germany to victory in the 1954 FIFA World Cup, the "Miracle of Bern."
  • E. Johannes Schneider
    Johannes Schneider, better known as Johannes Agricola, was a 16th-century German Protestant reformer and theologian associated with Martin Luther and known for his role in the early Reformation debates.
  • 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: Fritz Schumacher
Triple: [Deutscher Werkbund, founder, Fritz Schumacher]
Generated description
Fritz Schumacher was a prominent German architect and urban planner known for his influential role in early 20th-century design reform and modern architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fritz Schumacher
Target entity description: Fritz Schumacher was a prominent German architect and urban planner known for his influential role in early 20th-century design reform and modern architecture.
  • A. Manfred Scheuer
    Manfred Scheuer is an Austrian Roman Catholic prelate who serves as the Bishop of Linz.
  • B. Franz-Josef Bode
    Franz-Josef Bode is a German Roman Catholic prelate who served for many years as the Bishop of Osnabrück and was known for his relatively progressive views within the German episcopate.
  • C. Heinz Ziegler
    Heinz Ziegler was a German Wehrmacht general during World War II who held several high-level command positions, including leadership roles associated with the 21st Panzer Division.
  • D. Sepp Herberger
    Sepp Herberger was a legendary German football coach best known for leading West Germany to victory in the 1954 FIFA World Cup, the "Miracle of Bern."
  • E. Johannes Schneider
    Johannes Schneider, better known as Johannes Agricola, was a 16th-century German Protestant reformer and theologian associated with Martin Luther and known for his role in the early Reformation debates.
  • 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_69ad85b2fed48190948c8765e453d270 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5a5cb88190be5624ae224e4c91 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9cf41d5308190be3ce32a4f7b707a completed March 30, 2026, 1:17 a.m.
NEDg Description generation batch_69c9cfde68fc81908c762af93e181c01 completed March 30, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69c9d030020c8190b0de5032138dc33e completed March 30, 2026, 1:21 a.m.
Created at: March 8, 2026, 3:17 p.m.