Triple

T1266610
Position Surface form Disambiguated ID Type / Status
Subject von Neumann–Bernays–Gödel set theory E15613 entity
Predicate wasDevelopedBy P73 FINISHED
Object Paul Bernays
Paul Bernays was a Swiss mathematician and logician known for his foundational work in axiomatic set theory and his collaboration with David Hilbert on the foundations of mathematics.
 E155473 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: Paul Bernays | Statement: [von Neumann–Bernays–Gödel set theory, wasDevelopedBy, Paul Bernays]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Bernays
Context triple: [von Neumann–Bernays–Gödel set theory, wasDevelopedBy, Paul Bernays]
  • A. Hans Hahn
    Hans Hahn was an Austrian mathematician and key member of the Vienna Circle, known for his work in functional analysis and the foundations of mathematics.
  • B. Wilhelm Wirtinger
    Wilhelm Wirtinger was an Austrian mathematician known for his contributions to complex analysis, algebraic geometry, and knot theory.
  • C. Jacques Herbrand
    Jacques Herbrand was a French mathematician and logician known for his foundational contributions to proof theory and mathematical logic, particularly Herbrand's theorem.
  • D. Andreas Speiser
    Andreas Speiser was a Swiss mathematician known for his work in group theory, algebra, and the history and philosophy of mathematics.
  • E. Abraham Fraenkel
    Abraham Fraenkel was a German-Israeli mathematician best known for his foundational work in set theory, particularly his contributions to the axiomatic system now called Zermelo–Fraenkel set theory.
  • 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: Paul Bernays
Triple: [von Neumann–Bernays–Gödel set theory, wasDevelopedBy, Paul Bernays]
Generated description
Paul Bernays was a Swiss mathematician and logician known for his foundational work in axiomatic set theory and his collaboration with David Hilbert on the foundations of mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Bernays
Target entity description: Paul Bernays was a Swiss mathematician and logician known for his foundational work in axiomatic set theory and his collaboration with David Hilbert on the foundations of mathematics.
  • A. Hans Hahn
    Hans Hahn was an Austrian mathematician and key member of the Vienna Circle, known for his work in functional analysis and the foundations of mathematics.
  • B. Wilhelm Wirtinger
    Wilhelm Wirtinger was an Austrian mathematician known for his contributions to complex analysis, algebraic geometry, and knot theory.
  • C. Jacques Herbrand
    Jacques Herbrand was a French mathematician and logician known for his foundational contributions to proof theory and mathematical logic, particularly Herbrand's theorem.
  • D. Andreas Speiser
    Andreas Speiser was a Swiss mathematician known for his work in group theory, algebra, and the history and philosophy of mathematics.
  • E. Abraham Fraenkel
    Abraham Fraenkel was a German-Israeli mathematician best known for his foundational work in set theory, particularly his contributions to the axiomatic system now called Zermelo–Fraenkel set theory.
  • 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_69a4935a94308190bb92555b79032824 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4c037f14c8190baa42f70f8846583 completed March 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce5dac54819097ff1fe72a19380d completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accef1f294819093f463001ae8796b completed March 8, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69accf59a4e48190bfe11b97c4d33913 completed March 8, 2026, 1:22 a.m.
Created at: March 1, 2026, 7:50 p.m.