Triple

T5126744
Position Surface form Disambiguated ID Type / Status
Subject Johann Froben E115602 entity
Predicate successor P78 FINISHED
Object Hieronymus Froben
Hieronymus Froben was a prominent 16th-century Basel printer and publisher, known for continuing and expanding his family’s influential humanist printing house after his father Johann Froben.
E499285 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: Hieronymus Froben | Statement: [Johann Froben, successor, Hieronymus Froben]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hieronymus Froben
Context triple: [Johann Froben, successor, Hieronymus Froben]
  • A. Johann Froben
    Johann Froben was a prominent early 16th-century Swiss humanist printer and publisher in Basel, renowned for producing influential editions of biblical and classical texts.
  • B. Johannes Agricola
    Johannes Agricola was a 16th-century German Protestant reformer and theologian known for his role in the early Reformation and his controversial antinomian views.
  • C. Robert Estienne
    Robert Estienne was a 16th-century French printer and classical scholar renowned for his critical editions of the Bible and major contributions to typography and lexicography.
  • D. Erich Gutenberg
    Erich Gutenberg was a prominent German economist and business administration scholar known for fundamentally shaping modern German management theory and production economics.
  • E. Johann Reuchlin
    Johann Reuchlin was a German humanist scholar and pioneering Christian Hebraist whose defense of Jewish writings and engagement with Kabbalah made him a central figure of the Northern Renaissance.
  • 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: Hieronymus Froben
Triple: [Johann Froben, successor, Hieronymus Froben]
Generated description
Hieronymus Froben was a prominent 16th-century Basel printer and publisher, known for continuing and expanding his family’s influential humanist printing house after his father Johann Froben.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hieronymus Froben
Target entity description: Hieronymus Froben was a prominent 16th-century Basel printer and publisher, known for continuing and expanding his family’s influential humanist printing house after his father Johann Froben.
  • A. Johann Froben
    Johann Froben was a prominent early 16th-century Swiss humanist printer and publisher in Basel, renowned for producing influential editions of biblical and classical texts.
  • B. Johannes Agricola
    Johannes Agricola was a 16th-century German Protestant reformer and theologian known for his role in the early Reformation and his controversial antinomian views.
  • C. Robert Estienne
    Robert Estienne was a 16th-century French printer and classical scholar renowned for his critical editions of the Bible and major contributions to typography and lexicography.
  • D. Erich Gutenberg
    Erich Gutenberg was a prominent German economist and business administration scholar known for fundamentally shaping modern German management theory and production economics.
  • E. Johann Reuchlin
    Johann Reuchlin was a German humanist scholar and pioneering Christian Hebraist whose defense of Jewish writings and engagement with Kabbalah made him a central figure of the Northern Renaissance.
  • 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_69bed91b5a44819096e1cc045f061db9 completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bed9f3624c8190b9d22fa0594dd767 completed March 21, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69beda5d39b88190a7314f673de2719d completed March 21, 2026, 5:50 p.m.
Created at: March 20, 2026, 1:42 p.m.