Triple

T3982767
Position Surface form Disambiguated ID Type / Status
Subject Behrens E86796 entity
Predicate hasNotableBearer P458 FINISHED
Object Walter-Ulrich Behrens
Walter-Ulrich Behrens was a German statistician known for his contributions to the development of small-sample statistical methods, including work related to what is now called the Behrens–Fisher problem.
E412066 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: Walter-Ulrich Behrens | Statement: [Behrens, hasNotableBearer, Walter-Ulrich Behrens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter-Ulrich Behrens
Context triple: [Behrens, hasNotableBearer, Walter-Ulrich Behrens]
  • A. Erich Mendelsohn
    Erich Mendelsohn was a pioneering German architect known for his expressive modernist and Art Deco designs, including influential works of the early 20th century.
  • B. Peter Behrens
    Peter Behrens was a pioneering German architect and designer whose industrial, graphic, and architectural work helped shape early modernism and influenced figures like Le Corbusier, Gropius, and Mies van der Rohe.
  • C. Martin Gropius
    Martin Gropius was a prominent 19th-century German architect known for his influential historicist designs, including the renowned Martin-Gropius-Bau in Berlin.
  • D. Hannes Meyer
    Hannes Meyer was a Swiss architect and urban planner who served as the second director of the Bauhaus, known for his functionalist, socially oriented approach to design and architecture.
  • E. Ludwig Hilberseimer
    Ludwig Hilberseimer was a German-American architect and urban planner known for his influential modernist theories on high-density housing and rational city planning.
  • 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: Walter-Ulrich Behrens
Triple: [Behrens, hasNotableBearer, Walter-Ulrich Behrens]
Generated description
Walter-Ulrich Behrens was a German statistician known for his contributions to the development of small-sample statistical methods, including work related to what is now called the Behrens–Fisher problem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter-Ulrich Behrens
Target entity description: Walter-Ulrich Behrens was a German statistician known for his contributions to the development of small-sample statistical methods, including work related to what is now called the Behrens–Fisher problem.
  • A. Erich Mendelsohn
    Erich Mendelsohn was a pioneering German architect known for his expressive modernist and Art Deco designs, including influential works of the early 20th century.
  • B. Peter Behrens
    Peter Behrens was a pioneering German architect and designer whose industrial, graphic, and architectural work helped shape early modernism and influenced figures like Le Corbusier, Gropius, and Mies van der Rohe.
  • C. Martin Gropius
    Martin Gropius was a prominent 19th-century German architect known for his influential historicist designs, including the renowned Martin-Gropius-Bau in Berlin.
  • D. Hannes Meyer
    Hannes Meyer was a Swiss architect and urban planner who served as the second director of the Bauhaus, known for his functionalist, socially oriented approach to design and architecture.
  • E. Ludwig Hilberseimer
    Ludwig Hilberseimer was a German-American architect and urban planner known for his influential modernist theories on high-density housing and rational city planning.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9dd351c81909605bc2605f541e1 completed March 9, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b4447e08190aa90dd50f304a491 completed March 14, 2026, 2:05 p.m.
NEDg Description generation batch_69b56bdcfa94819096df212e6e99937e completed March 14, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69b56c5e73e88190896176180a9e58cd completed March 14, 2026, 2:10 p.m.
Created at: March 9, 2026, 3:33 p.m.