Triple

T3982770
Position Surface form Disambiguated ID Type / Status
Subject Behrens E86796 entity
Predicate hasNotableBearer P458 FINISHED
Object Wulf Behrens
Wulf Behrens is a person notable enough to be recognized as a bearer of the surname Behrens, though specific public details about his life or achievements are not widely documented.
 E418088 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: Wulf Behrens | Statement: [Behrens, hasNotableBearer, Wulf Behrens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wulf Behrens
Context triple: [Behrens, hasNotableBearer, Wulf Behrens]
  • A. Heinz Behrens
    Heinz Behrens was a German actor best known for his roles in East German film and television productions.
  • B. 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.
  • C. 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.
  • D. Werner March
    Werner March was a German architect best known for designing Berlin’s Olympic Stadium for the 1936 Summer Olympics.
  • E. John Behrens
    John Behrens is a person notable enough to be specifically identified as a bearer of the surname Behrens.
  • 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: Wulf Behrens
Triple: [Behrens, hasNotableBearer, Wulf Behrens]
Generated description
Wulf Behrens is a person notable enough to be recognized as a bearer of the surname Behrens, though specific public details about his life or achievements are not widely documented.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wulf Behrens
Target entity description: Wulf Behrens is a person notable enough to be recognized as a bearer of the surname Behrens, though specific public details about his life or achievements are not widely documented.
  • A. Heinz Behrens
    Heinz Behrens was a German actor best known for his roles in East German film and television productions.
  • B. 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.
  • C. 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.
  • D. Werner March
    Werner March was a German architect best known for designing Berlin’s Olympic Stadium for the 1936 Summer Olympics.
  • E. John Behrens
    John Behrens is a person notable enough to be specifically identified as a bearer of the surname Behrens.
  • 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_69b57f10d1008190a3bbe93c1215a244 completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b57fcd3d60819086ab5ad7b69242a2 completed March 14, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5803ec2088190ac9d4b3d34278e17 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:33 p.m.