Triple

T1116748
Position Surface form Disambiguated ID Type / Status
Subject Learning representations by back-propagating errors E11117 entity
Predicate instanceOf P0 FINISHED
Object landmark paper in machine learning C6844 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: landmark paper in machine learning
Context triple: [Learning representations by back-propagating errors, instanceOf, landmark paper in machine learning]
  • A. machine learning book
    A machine learning book is a structured, written resource that explains the theories, algorithms, and practical applications of machine learning to help readers understand and apply data-driven modeling techniques.
  • B. machine learning library
    A machine learning library is a collection of tools, algorithms, and interfaces that simplifies building, training, evaluating, and deploying machine learning models.
  • C. machine learning framework
    A machine learning framework is a software library or platform that provides tools, abstractions, and workflows to design, train, evaluate, and deploy machine learning models efficiently.
  • D. landmark case
    A landmark case is a court decision that establishes a significant new legal principle or precedent, often reshaping the interpretation or application of the law.
  • E. landmark decision
    A landmark decision is a court ruling that establishes a significant new legal principle or precedent, often reshaping the interpretation or application of the law.
  • 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_69a493252a648190ac48f8742474a5e8 completed March 1, 2026, 7:27 p.m.
Created at: March 1, 2026, 7:43 p.m.