Triple
T3982776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behrens |
E86796
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Hermann Behrens
Hermann Behrens is a notable individual who shares the surname Behrens, recognized enough to be specifically cited as a bearer of that name.
|
E435589
|
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: Hermann Behrens | Statement: [Behrens, hasNotableBearer, Hermann Behrens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hermann Behrens Context triple: [Behrens, hasNotableBearer, Hermann Behrens]
-
A.
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.
-
B.
Heinz Behrens
Heinz Behrens was a German actor best known for his roles in East German film and television productions.
-
C.
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.
-
D.
Bruno Taut
Bruno Taut was a pioneering German architect and urban planner known for his colorful Expressionist designs and influential modernist housing estates in Berlin.
-
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: Hermann Behrens Triple: [Behrens, hasNotableBearer, Hermann Behrens]
Generated description
Hermann Behrens is a notable individual who shares the surname Behrens, recognized enough to be specifically cited as a bearer of that name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hermann Behrens Target entity description: Hermann Behrens is a notable individual who shares the surname Behrens, recognized enough to be specifically cited as a bearer of that name.
-
A.
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.
-
B.
Heinz Behrens
Heinz Behrens was a German actor best known for his roles in East German film and television productions.
-
C.
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.
-
D.
Bruno Taut
Bruno Taut was a pioneering German architect and urban planner known for his colorful Expressionist designs and influential modernist housing estates in Berlin.
-
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_69b5e4ca9164819088b261d148e0d379 |
completed | March 14, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69b5e5d675808190a5a9767f253f0178 |
completed | March 14, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e66837e081908ac5a0079485cd18 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 9, 2026, 3:33 p.m.