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.