Triple

T11961146
Position Surface form Disambiguated ID Type / Status
Subject monotone convergence theorem E284671 entity
Predicate namedAfter P63 FINISHED
Object Beppo Levi
Beppo Levi was an Italian mathematician known for his foundational contributions to measure theory and integration, particularly in the development of modern Lebesgue integration.
E956269 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: Beppo Levi | Statement: [monotone convergence theorem, namedAfter, Beppo Levi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beppo Levi
Context triple: [monotone convergence theorem, namedAfter, Beppo Levi]
  • A. Renato Caccioppoli
    Renato Caccioppoli was a prominent 20th-century Italian mathematician known for his influential work in mathematical analysis and partial differential equations.
  • B. Giuseppe Levi
    Giuseppe Levi was an Italian physician and pioneering histologist known for his influential work in cell biology and for mentoring several future Nobel laureates.
  • C. Ulisse Dini
    Ulisse Dini was an Italian mathematician known for his contributions to real analysis and the theory of functions, including Dini's theorem on uniform convergence.
  • D. Sergio Fubini
    Sergio Fubini was an Italian theoretical physicist known for his contributions to quantum field theory and early string theory.
  • E. Guido Castelnuovo
    Guido Castelnuovo was an influential Italian mathematician and a founder of modern algebraic geometry, known for his fundamental contributions to the classification of algebraic curves and surfaces.
  • 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: Beppo Levi
Triple: [monotone convergence theorem, namedAfter, Beppo Levi]
Generated description
Beppo Levi was an Italian mathematician known for his foundational contributions to measure theory and integration, particularly in the development of modern Lebesgue integration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beppo Levi
Target entity description: Beppo Levi was an Italian mathematician known for his foundational contributions to measure theory and integration, particularly in the development of modern Lebesgue integration.
  • A. Renato Caccioppoli
    Renato Caccioppoli was a prominent 20th-century Italian mathematician known for his influential work in mathematical analysis and partial differential equations.
  • B. Giuseppe Levi
    Giuseppe Levi was an Italian physician and pioneering histologist known for his influential work in cell biology and for mentoring several future Nobel laureates.
  • C. Ulisse Dini
    Ulisse Dini was an Italian mathematician known for his contributions to real analysis and the theory of functions, including Dini's theorem on uniform convergence.
  • D. Sergio Fubini
    Sergio Fubini was an Italian theoretical physicist known for his contributions to quantum field theory and early string theory.
  • E. Guido Castelnuovo
    Guido Castelnuovo was an influential Italian mathematician and a founder of modern algebraic geometry, known for his fundamental contributions to the classification of algebraic curves and surfaces.
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9036941948190b150369094551731 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4592fa9a48190a0450e3d0c57c4d3 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.