Triple

T6267068
Position Surface form Disambiguated ID Type / Status
Subject Hermann Hesse E140439 entity
Predicate spouse P13 FINISHED
Object Maria Bernoulli
Maria Bernoulli was the first wife of German-Swiss writer Hermann Hesse, with whom she had three sons before their eventual separation.
E581178 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: Maria Bernoulli | Statement: [Hermann Hesse, spouse, Maria Bernoulli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maria Bernoulli
Context triple: [Hermann Hesse, spouse, Maria Bernoulli]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Pierre Varignon
    Pierre Varignon was a French mathematician of the late 17th and early 18th centuries known for his work in mechanics and for helping to disseminate and develop the ideas of calculus in France.
  • 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: Maria Bernoulli
Triple: [Hermann Hesse, spouse, Maria Bernoulli]
Generated description
Maria Bernoulli was the first wife of German-Swiss writer Hermann Hesse, with whom she had three sons before their eventual separation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maria Bernoulli
Target entity description: Maria Bernoulli was the first wife of German-Swiss writer Hermann Hesse, with whom she had three sons before their eventual separation.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Pierre Varignon
    Pierre Varignon was a French mathematician of the late 17th and early 18th centuries known for his work in mechanics and for helping to disseminate and develop the ideas of calculus in France.
  • 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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063a0f2548190a2f5c307bc5a67cf completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51939cc6081909e491bd16fab595b completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c51c246b9c8190b22bc1afedd1956c completed March 26, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_69c51c9cc3488190abc90abe9ae2050b completed March 26, 2026, 11:46 a.m.
Created at: March 22, 2026, 4:25 p.m.