Triple

T18521887
Position Surface form Disambiguated ID Type / Status
Subject Susanne C. Brenner E452603 entity
Predicate notableWork P4 FINISHED
Object The Mathematical Theory of Finite Element Methods NE NERFINISHED

How this triple was built (3 steps)

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.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: The Mathematical Theory of Finite Element Methods | Statement: [Susanne C. Brenner, notableWork, The Mathematical Theory of Finite Element Methods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Mathematical Theory of Finite Element Methods
Context triple: [Susanne C. Brenner, notableWork, The Mathematical Theory of Finite Element Methods]
  • A. An Introduction to the Mathematical Theory of Finite Elements
    An Introduction to the Mathematical Theory of Finite Elements is a foundational textbook that rigorously develops the mathematical underpinnings of the finite element method used in numerical analysis and engineering.
  • B. Finite Element Methods for Flow Problems
    "Finite Element Methods for Flow Problems" is a foundational textbook that develops and applies finite element techniques to the numerical simulation of fluid flow and related transport phenomena.
  • C. Finite Elements of Nonlinear Continua
    "Finite Elements of Nonlinear Continua" is a foundational textbook by J. Tinsley Oden that develops the theory and application of finite element methods for analyzing nonlinear solid and structural mechanics problems.
  • D. The Finite Element Method: Linear Static and Dynamic Finite Element Analysis
    The Finite Element Method: Linear Static and Dynamic Finite Element Analysis is a foundational textbook that rigorously presents the theory and application of finite element techniques for solving linear static and dynamic problems in engineering and applied sciences.
  • E. finite element method
    The finite element method is a numerical technique for solving complex engineering and physical problems by approximating solutions over discretized domains, widely used in structural analysis, heat transfer, fluid dynamics, and related fields.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Mathematical Theory of Finite Element Methods
Target entity description: The Mathematical Theory of Finite Element Methods is a widely used graduate-level textbook that provides a rigorous and comprehensive introduction to the mathematical foundations of finite element analysis for partial differential equations.
  • A. An Introduction to the Mathematical Theory of Finite Elements chosen
    An Introduction to the Mathematical Theory of Finite Elements is a foundational textbook that rigorously develops the mathematical underpinnings of the finite element method used in numerical analysis and engineering.
  • B. Finite Element Methods for Flow Problems
    "Finite Element Methods for Flow Problems" is a foundational textbook that develops and applies finite element techniques to the numerical simulation of fluid flow and related transport phenomena.
  • C. Finite Elements of Nonlinear Continua
    "Finite Elements of Nonlinear Continua" is a foundational textbook by J. Tinsley Oden that develops the theory and application of finite element methods for analyzing nonlinear solid and structural mechanics problems.
  • D. The Finite Element Method: Linear Static and Dynamic Finite Element Analysis
    The Finite Element Method: Linear Static and Dynamic Finite Element Analysis is a foundational textbook that rigorously presents the theory and application of finite element techniques for solving linear static and dynamic problems in engineering and applied sciences.
  • E. finite element method
    The finite element method is a numerical technique for solving complex engineering and physical problems by approximating solutions over discretized domains, widely used in structural analysis, heat transfer, fluid dynamics, and related fields.
  • F. None of above.

Provenance (2 batches)

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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5338e6e188190a41a4ee12c1ad330 completed April 19, 2026, 7:57 p.m.
Created at: April 10, 2026, 11:37 a.m.