Triple

T24822702
Position Surface form Disambiguated ID Type / Status
Subject Barankin bound E621102 entity
Predicate instanceOf P0 FINISHED
Object lower bound in estimation theory C21321 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: lower bound in estimation theory
Context triple: [Barankin bound, instanceOf, lower bound in estimation theory]
  • A. lower bound on variance chosen
    A lower bound on variance is a theoretical limit that specifies the smallest possible variance any unbiased estimator of a parameter can achieve under given model assumptions.
  • B. statistical bound
    A statistical bound is a theoretical limit that constrains how large or small a statistical quantity (such as an estimator’s error, a probability, or a risk) can be under specified assumptions.
  • C. inequality in information theory
    An inequality in information theory is a mathematical relation that bounds or compares information-theoretic quantities—such as entropy, mutual information, or divergence—to reveal fundamental limits on data compression, communication, and inference.
  • D. ideal point estimate
    An ideal point estimate is a single numerical value that best represents an unknown parameter of interest, typically derived from observed data under a specified statistical model or decision criterion.
  • E. theory of error
    A theory of error is a philosophical account that explains why and how a set of widely held beliefs or judgments systematically misrepresent their subject matter, even though they appear meaningful and compelling.
  • F. None of above.

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_69e2fabfd4648190bd0e5c7f4dbb6cab completed April 18, 2026, 3:30 a.m.
Created at: April 18, 2026, 5:04 a.m.