Triple
T3982774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behrens |
E86796
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
John Behrens
John Behrens is a person notable enough to be specifically identified as a bearer of the surname Behrens.
|
E403379
|
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: John Behrens | Statement: [Behrens, hasNotableBearer, John Behrens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Behrens Context triple: [Behrens, hasNotableBearer, John Behrens]
-
A.
Brooks Stevens
Brooks Stevens was an influential American industrial designer known for popularizing the concept of "planned obsolescence" and creating iconic product and automotive designs in the mid-20th century.
-
B.
Otto Aicher
Otto "Otl" Aicher was a renowned German graphic designer best known for his influential work on visual identity systems, including the 1972 Munich Olympics pictograms.
-
C.
Adolf Cluss
Adolf Cluss was a prominent 19th-century German-born architect and city planner known for shaping much of Washington, D.C.’s public architecture.
-
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.
Othmar Ammann
Othmar Ammann was a Swiss-American civil engineer renowned for designing many of New York City's major suspension bridges, including the George Washington Bridge.
- 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: John Behrens Triple: [Behrens, hasNotableBearer, John Behrens]
Generated description
John Behrens is a person notable enough to be specifically identified as a bearer of the surname Behrens.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Behrens Target entity description: John Behrens is a person notable enough to be specifically identified as a bearer of the surname Behrens.
-
A.
Brooks Stevens
Brooks Stevens was an influential American industrial designer known for popularizing the concept of "planned obsolescence" and creating iconic product and automotive designs in the mid-20th century.
-
B.
Otto Aicher
Otto "Otl" Aicher was a renowned German graphic designer best known for his influential work on visual identity systems, including the 1972 Munich Olympics pictograms.
-
C.
Adolf Cluss
Adolf Cluss was a prominent 19th-century German-born architect and city planner known for shaping much of Washington, D.C.’s public architecture.
-
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.
Othmar Ammann
Othmar Ammann was a Swiss-American civil engineer renowned for designing many of New York City's major suspension bridges, including the George Washington Bridge.
- 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_69b540257c188190899b00bf1d0247d2 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b54111e5188190ab8ec23124c22981 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54193105c81909e2a4e368aae36e8 |
completed | March 14, 2026, 11:08 a.m. |
Created at: March 9, 2026, 3:33 p.m.