Triple
T3982758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behrens |
E86796
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Behrend
Behrend is a German surname that appears as a variant of the name Behrens.
|
E86796
|
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: Behrend | Statement: [Behrens, hasVariant, Behrend]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Behrend Context triple: [Behrens, hasVariant, Behrend]
-
A.
Behrens
Behrens is a German surname most notably associated with influential architect and designer Peter Behrens.
-
B.
Rechenberg
Rechenberg is a locality in Germany known historically as the place where the philosopher Ludwig Feuerbach died.
-
C.
Weinert
Weinert is a German-language surname borne by various notable individuals in fields such as the arts, sciences, and public life.
-
D.
Brenner
Brenner is a surname of German origin borne by various notable individuals across fields such as science, politics, and the arts.
-
E.
Bryc
Bryc is an alternative spelling of the given name Bryce, typically used as a modern or stylistic variant.
- 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: Behrend Triple: [Behrens, hasVariant, Behrend]
Generated description
Behrend is a German surname that appears as a variant of the name Behrens.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Behrend Target entity description: Behrend is a German surname that appears as a variant of the name Behrens.
-
A.
Behrens
chosen
Behrens is a German surname most notably associated with influential architect and designer Peter Behrens.
-
B.
Rechenberg
Rechenberg is a locality in Germany known historically as the place where the philosopher Ludwig Feuerbach died.
-
C.
Weinert
Weinert is a German-language surname borne by various notable individuals in fields such as the arts, sciences, and public life.
-
D.
Brenner
Brenner is a surname of German origin borne by various notable individuals across fields such as science, politics, and the arts.
-
E.
Bryc
Bryc is an alternative spelling of the given name Bryce, typically used as a modern or stylistic variant.
- F. None of above.
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.