Triple

T11294394

Position	Surface form	Disambiguated ID	Type / Status
Subject	detailed balance principle	`E267413`	entity
Predicate	field	`P3`	FINISHED
Object	Markov processes	`E48274`	NE FINISHED

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Markov processes
Context triple: [detailed balance principle, field, Markov processes]

A. Markov processes chosen
Markov processes are stochastic processes in which the future evolution depends only on the present state and not on the past history.
B. Stochastic Processes
"Stochastic Processes" is a foundational textbook by Emanuel Parzen that rigorously introduces the theory and applications of random processes in probability and statistics.
C. Markov
Markov is a Russian surname most famously associated with mathematician Andrey Markov, known for his pioneering work on stochastic processes and Markov chains.
D. Markov semigroup
A Markov semigroup is a family of linear operators describing the time evolution of probability distributions in a Markov process, forming a semigroup under composition and preserving positivity and total mass.
E. Itô processes
Itô processes are a class of stochastic processes, typically modeled as solutions to stochastic differential equations, that form the fundamental objects of study in Itô calculus and modern stochastic analysis.
F. None of above.
G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage	Batch ID	Job type	Status
creating	`batch_69d6aac993a08190a6f36445ebaf9a43`	elicitation	completed
NER	`batch_69d7e98b149481909f432a6b9ef8bfbb`	ner	completed
NED1	`batch_69e50a32ac308190828e1138522527fb`	ned_source_triple	completed

Created at: April 8, 2026, 9:32 p.m.