Triple

T7331082
Position Surface form Disambiguated ID Type / Status
Subject An Introduction to Metallurgy E169000 entity
Predicate instanceOf P0 FINISHED
Object metallurgy textbook C2653 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: metallurgy textbook
Context triple: [An Introduction to Metallurgy, instanceOf, metallurgy textbook]
  • A. metallurgical process
    A metallurgical process is a series of physical and chemical operations used to extract, refine, and shape metals from their ores or recycled materials into usable forms with desired properties.
  • B. chemistry textbook
    A chemistry textbook is a structured educational resource that systematically presents chemical principles, theories, experiments, and applications to support learning and instruction in chemistry.
  • C. textbook chosen
    A textbook is a structured, authoritative book designed to systematically present and explain the core knowledge and skills of a specific subject, typically for educational use in courses or self-study.
  • D. physics textbook
    A physics textbook is a structured educational resource that systematically presents and explains the fundamental concepts, principles, and applications of physics, often including examples, diagrams, and problem sets for learning and practice.
  • E. steelmaking process
    The steelmaking process is an industrial sequence of operations that transforms iron ore and scrap into refined steel by removing impurities, adjusting chemical composition, and controlling temperature and structure to achieve desired material properties.
  • 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_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
Created at: March 27, 2026, 3:03 p.m.