Triple

T6293463
Position Surface form Disambiguated ID Type / Status
Subject Bernoulli family E141074 entity
Predicate notableMember P10 FINISHED
Object Jacob Bernoulli II
Jacob Bernoulli II was a Swiss mathematician from the famous Bernoulli family, known for his contributions to calculus and mathematical analysis in the early 18th century.
E598642 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: Jacob Bernoulli II | Statement: [Bernoulli family, notableMember, Jacob Bernoulli II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jacob Bernoulli II
Context triple: [Bernoulli family, notableMember, Jacob Bernoulli II]
  • A. Nicolaus Bernoulli
    Nicolaus Bernoulli was a Swiss mathematician of the famous Bernoulli family, known for his contributions to probability theory and the early development of calculus.
  • B. Jakob Bernoulli
    Jakob Bernoulli was a pioneering Swiss mathematician of the late 17th century, renowned for his foundational work in calculus and probability theory, including the early formulation of the law of large numbers.
  • C. Johann Bernoulli
    Johann Bernoulli was a prominent Swiss mathematician of the late 17th and early 18th centuries, known for his foundational work in calculus and contributions to the calculus of variations and differential equations.
  • D. Maria Bernoulli
    Maria Bernoulli was the first wife of German-Swiss writer Hermann Hesse, with whom she had three sons before their eventual separation.
  • E. Daniel Bernoulli
    Daniel Bernoulli was an 18th-century Swiss mathematician and physicist renowned for his work in fluid dynamics and probability, particularly Bernoulli's principle.
  • 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: Jacob Bernoulli II
Triple: [Bernoulli family, notableMember, Jacob Bernoulli II]
Generated description
Jacob Bernoulli II was a Swiss mathematician from the famous Bernoulli family, known for his contributions to calculus and mathematical analysis in the early 18th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jacob Bernoulli II
Target entity description: Jacob Bernoulli II was a Swiss mathematician from the famous Bernoulli family, known for his contributions to calculus and mathematical analysis in the early 18th century.
  • A. Nicolaus Bernoulli
    Nicolaus Bernoulli was a Swiss mathematician of the famous Bernoulli family, known for his contributions to probability theory and the early development of calculus.
  • B. Jakob Bernoulli
    Jakob Bernoulli was a pioneering Swiss mathematician of the late 17th century, renowned for his foundational work in calculus and probability theory, including the early formulation of the law of large numbers.
  • C. Johann Bernoulli
    Johann Bernoulli was a prominent Swiss mathematician of the late 17th and early 18th centuries, known for his foundational work in calculus and contributions to the calculus of variations and differential equations.
  • D. Maria Bernoulli
    Maria Bernoulli was the first wife of German-Swiss writer Hermann Hesse, with whom she had three sons before their eventual separation.
  • E. Daniel Bernoulli
    Daniel Bernoulli was an 18th-century Swiss mathematician and physicist renowned for his work in fluid dynamics and probability, particularly Bernoulli's principle.
  • 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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0642017588190b6c99c685653f6c2 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c67c3b6cdc8190ad9e10957e301a57 completed March 27, 2026, 12:46 p.m.
NEDg Description generation batch_69c67cb5b2a48190b04709f80c98d77d completed March 27, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69c67dfc51048190adeccd569c85da85 completed March 27, 2026, 12:54 p.m.
Created at: March 22, 2026, 4:27 p.m.