Triple

T3824001
Position Surface form Disambiguated ID Type / Status
Subject Rotring E88641 entity
Predicate founder P104 FINISHED
Object Wilhelm Riepe
Wilhelm Riepe was a German entrepreneur best known for founding the Rotring company, renowned for its technical drawing and writing instruments.
E769322 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: Wilhelm Riepe | Statement: [Rotring, founder, Wilhelm Riepe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wilhelm Riepe
Context triple: [Rotring, founder, Wilhelm Riepe]
  • A. Hans Wiegel
    Hans Wiegel is a prominent Dutch liberal politician who served as leader of the VVD and as Deputy Prime Minister of the Netherlands in the late 20th century.
  • B. Fritz Schwalm
    Fritz Schwalm was a Nazi official who was prosecuted as a defendant in the post-World War II RuSHA Trial for his involvement in racial policies and crimes committed under the Third Reich.
  • C. Fritz Jaenecke
    Fritz Jaenecke was a German architect best known for designing major sports venues, including the Ullevi Stadium in Gothenburg, Sweden.
  • D. Ernst Raffelsberger
    Ernst Raffelsberger is a choral conductor best known for serving as chorus master at the renowned Opernhaus Zürich.
  • E. Ernst Göhner
    Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
  • 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: Wilhelm Riepe
Triple: [Rotring, founder, Wilhelm Riepe]
Generated description
Wilhelm Riepe was a German entrepreneur best known for founding the Rotring company, renowned for its technical drawing and writing instruments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wilhelm Riepe
Target entity description: Wilhelm Riepe was a German entrepreneur best known for founding the Rotring company, renowned for its technical drawing and writing instruments.
  • A. Hans Wiegel
    Hans Wiegel is a prominent Dutch liberal politician who served as leader of the VVD and as Deputy Prime Minister of the Netherlands in the late 20th century.
  • B. Fritz Schwalm
    Fritz Schwalm was a Nazi official who was prosecuted as a defendant in the post-World War II RuSHA Trial for his involvement in racial policies and crimes committed under the Third Reich.
  • C. Fritz Jaenecke
    Fritz Jaenecke was a German architect best known for designing major sports venues, including the Ullevi Stadium in Gothenburg, Sweden.
  • D. Ernst Raffelsberger
    Ernst Raffelsberger is a choral conductor best known for serving as chorus master at the renowned Opernhaus Zürich.
  • E. Ernst Göhner
    Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
  • 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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb6223808190aee0c15259eeeecd completed March 9, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfc9129bec8190b3c1471ac8a131ac completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfc9b8cd108190a9b3482858b0363a completed April 3, 2026, 2:07 p.m.
NED2 Entity disambiguation (via description) batch_69cfca54d4dc8190a2f94a6f3d2acaf9 completed April 3, 2026, 2:10 p.m.
Created at: March 9, 2026, 3:17 p.m.