Triple

T5126709
Position Surface form Disambiguated ID Type / Status
Subject Johann Froben E115602 entity
Predicate alternateName P39 FINISHED
Object Johann Frobenius
Johann Frobenius was a prominent early 16th-century Swiss humanist printer and publisher in Basel, renowned for producing scholarly editions of classical and humanist texts.
E496691 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: Johann Frobenius | Statement: [Johann Froben, alternateName, Johann Frobenius]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johann Frobenius
Context triple: [Johann Froben, alternateName, Johann Frobenius]
  • A. Friedrich Nicolovius
    Friedrich Nicolovius was a German publisher active in the late 18th and early 19th centuries, known for issuing significant philosophical and theological works.
  • B. Kaspar Maurer
    Kaspar Maurer was a mountaineer known for making the first ascent of the Dent du Géant in the Mont Blanc massif.
  • C. Johann Kaspar Wilcke
    Johann Kaspar Wilcke was an 18th-century German musician and trumpeter best known as the father of Anna Magdalena Bach, the second wife of composer Johann Sebastian Bach.
  • D. Johann Georg Eccarius
    Johann Georg Eccarius was a German tailor, socialist activist, and close associate of Karl Marx who served as a leading figure and general secretary of the International Workingmen's Association.
  • E. Friedrich Reinhold Kreutzwald
    Friedrich Reinhold Kreutzwald was a 19th-century Estonian writer and physician best known as the author of the Estonian national epic "Kalevipoeg."
  • 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: Johann Frobenius
Triple: [Johann Froben, alternateName, Johann Frobenius]
Generated description
Johann Frobenius was a prominent early 16th-century Swiss humanist printer and publisher in Basel, renowned for producing scholarly editions of classical and humanist texts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johann Frobenius
Target entity description: Johann Frobenius was a prominent early 16th-century Swiss humanist printer and publisher in Basel, renowned for producing scholarly editions of classical and humanist texts.
  • A. Friedrich Nicolovius
    Friedrich Nicolovius was a German publisher active in the late 18th and early 19th centuries, known for issuing significant philosophical and theological works.
  • B. Kaspar Maurer
    Kaspar Maurer was a mountaineer known for making the first ascent of the Dent du Géant in the Mont Blanc massif.
  • C. Johann Kaspar Wilcke
    Johann Kaspar Wilcke was an 18th-century German musician and trumpeter best known as the father of Anna Magdalena Bach, the second wife of composer Johann Sebastian Bach.
  • D. Johann Georg Eccarius
    Johann Georg Eccarius was a German tailor, socialist activist, and close associate of Karl Marx who served as a leading figure and general secretary of the International Workingmen's Association.
  • E. Friedrich Reinhold Kreutzwald
    Friedrich Reinhold Kreutzwald was a 19th-century Estonian writer and physician best known as the author of the Estonian national epic "Kalevipoeg."
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78228b2081908c70efd3db71f8d4 completed March 20, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4beb7b48190a2f4e41a13fdd5f3 completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec571d5948190b659a7b5038f8bdd completed March 21, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69bec973e71c8190a9c043389d627156 completed March 21, 2026, 4:38 p.m.
Created at: March 20, 2026, 1:42 p.m.