Triple

T1762675
Position Surface form Disambiguated ID Type / Status
Subject Harold Hotelling E38691 entity
Predicate instanceOf P0 FINISHED
Object mathematical economist C118 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: mathematical economist
Context triple: [Harold Hotelling, instanceOf, mathematical economist]
  • A. economist chosen
    An economist is a professional who studies how individuals, businesses, and governments allocate scarce resources, analyzing data and theories to understand and predict economic behavior and outcomes.
  • B. economic theory
    Economic theory is a conceptual framework that explains how individuals, firms, and governments make decisions about the allocation of scarce resources and how these decisions shape the production, distribution, and consumption of goods and services.
  • C. mathematician
    A mathematician is a person who studies, formulates, and analyzes abstract structures, patterns, and relationships using logical reasoning and symbolic methods.
  • D. economic journal
    An economic journal is a periodical publication that presents scholarly research, analysis, and discussion on economic theories, policies, and empirical findings.
  • E. economic school of thought
    An economic school of thought is a coherent framework of theories, assumptions, and methods used to explain how economies function and to guide economic policy and analysis.
  • 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_69a8862d562481908d7025a1c1f67c0d completed March 4, 2026, 7:21 p.m.
Created at: March 4, 2026, 7:31 p.m.