Triple

T31646
Position Surface form Disambiguated ID Type / Status
Subject Nash embedding theorem E631 entity
Predicate provedBy P202 FINISHED
Object John Forbes Nash Jr. E325 NE FINISHED

How this triple was built (3 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: John Forbes Nash Jr. | Statement: [Nash embedding theorem, provedBy, John Forbes Nash Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Forbes Nash Jr.
Context triple: [Nash embedding theorem, provedBy, John Forbes Nash Jr.]
  • A. John Nash chosen
    John Nash was an American mathematician renowned for his groundbreaking work in game theory, differential geometry, and partial differential equations, which profoundly influenced economics and the mathematical sciences.
  • B. Oskar Morgenstern
    Oskar Morgenstern was an Austrian-American economist best known as the co-founder of game theory through his seminal work "Theory of Games and Economic Behavior" with John von Neumann.
  • C. John H. Conway
    John H. Conway was a British mathematician renowned for his work in group theory, number theory, and recreational mathematics, including the invention of the cellular automaton "Game of Life."
  • D. Murray Gell-Mann
    Murray Gell-Mann was an American physicist best known for developing the quark model of subatomic particles and receiving the 1969 Nobel Prize in Physics.
  • E. John von Neumann
    John von Neumann was a pioneering 20th-century mathematician and polymath whose foundational work in game theory, computer science, quantum mechanics, and economics profoundly shaped modern science and technology.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: provedBy
Context triple: [Nash embedding theorem, provedBy, John Forbes Nash Jr.]
  • A. confirmedBy
    Indicates that one entity validates, approves, or verifies the truth, accuracy, or occurrence of another entity or event.
  • B. demonstratedBy chosen
    Indicates that something is shown, proven, or made evident through the actions, behavior, or example of a particular entity.
  • C. concludedBy
    Indicates that an event, process, or state is brought to an end or finalized by a specific agent or entity.
  • D. providedFor
    Indicates that one entity supplies, furnishes, or makes something available to or on behalf of another entity for its use or benefit.
  • E. approvedBy
    Indicates that an action, request, or item has received formal authorization or consent from a specified entity.
  • F. None of above.

Provenance (4 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a249ec0d288190ac3a0939db61813b completed Feb. 28, 2026, 1:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27bfc4004819082a8e0a7885865e1 completed Feb. 28, 2026, 5:24 a.m.
PD Predicate disambiguation batch_69a24870417081909c7c01e400c94716 completed Feb. 28, 2026, 1:44 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.