Triple

T36467673
Position Surface form Disambiguated ID Type / Status
Subject Marchenko–Pastur law E898463 entity
Predicate instanceOf P0 FINISHED
Object law in random matrix theory C62680 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07 
Target class: law in random matrix theory
Context triple: [Marchenko–Pastur law, instanceOf, law in random matrix theory]
  • A. parameter in random matrix theory
    A parameter in random matrix theory is a variable (such as matrix size, symmetry class index, or coupling constant) that controls the statistical properties and limiting behavior of ensembles of random matrices.
  • B. random matrix ensemble
    A random matrix ensemble is a collection of matrices whose entries are random variables specified by a probability distribution, studied to understand the statistical properties of their eigenvalues and eigenvectors.
  • C. result in probabilistic number theory
    A result in probabilistic number theory is a theorem or statement that describes the typical or average behavior of arithmetic objects (such as integers, primes, or multiplicative functions) using probabilistic models and methods.
  • D. large deviations theory
    Large deviations theory is a branch of probability that studies the exponentially small probabilities of rare events and provides asymptotic estimates for how such probabilities decay.
  • E. random variable functional
    A random variable functional is a mapping that takes one or more random variables (or their distributions) as input and returns a real-valued quantity summarizing some aspect of their probabilistic behavior.
  • F. None of above. chosen

Provenance (1 batch)

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_69f76e58ebd88190b75d9b169b59d793 completed May 3, 2026, 3:48 p.m.
Created at: May 3, 2026, 4:10 p.m.