Triple

T4901142
Position Surface form Disambiguated ID Type / Status
Subject Thomas J. R. Hughes E109799 entity
Predicate hasWritten P2831 FINISHED
Object 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.
E478439 NE FINISHED

How this triple was built (4 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 Finite Element Method: Linear Static and Dynamic Finite Element Analysis | Statement: [Thomas J. R. Hughes, hasWritten, The Finite Element Method: Linear Static and Dynamic Finite Element Analysis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Finite Element Method: Linear Static and Dynamic Finite Element Analysis
Context triple: [Thomas J. R. Hughes, hasWritten, The Finite Element Method: Linear Static and Dynamic Finite Element Analysis]
  • A. Structural Dynamics
    Structural Dynamics is a peer-reviewed scientific journal focusing on the study of time-dependent behavior and dynamic processes in materials and molecular systems, particularly using advanced experimental and computational techniques.
  • B. A Treatise on the Mathematical Theory of Elasticity
    A Treatise on the Mathematical Theory of Elasticity is a foundational textbook in continuum mechanics that rigorously develops the mathematical framework for describing elastic deformation in solid materials.
  • C. Methods of Mathematical Physics
    Methods of Mathematical Physics is a classic two-volume textbook by Richard Courant and David Hilbert that rigorously develops the mathematical foundations and techniques used in theoretical physics.
  • D. An Introduction to Fluid Dynamics
    An Introduction to Fluid Dynamics is a classic graduate-level textbook that rigorously develops the theoretical foundations of fluid mechanics and has become a standard reference in the field.
  • E. Field Theory geometric design method
    The Field Theory geometric design method is an architectural design approach that uses complex geometric systems and rotational grids to generate dynamic, interlocking spatial forms, most famously applied in Walter Netsch’s modernist buildings.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Finite Element Method: Linear Static and Dynamic Finite Element Analysis
Triple: [Thomas J. R. Hughes, hasWritten, The Finite Element Method: Linear Static and Dynamic Finite Element Analysis]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Finite Element Method: Linear Static and Dynamic Finite Element Analysis
Target entity description: 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.
  • A. Structural Dynamics
    Structural Dynamics is a peer-reviewed scientific journal focusing on the study of time-dependent behavior and dynamic processes in materials and molecular systems, particularly using advanced experimental and computational techniques.
  • B. A Treatise on the Mathematical Theory of Elasticity
    A Treatise on the Mathematical Theory of Elasticity is a foundational textbook in continuum mechanics that rigorously develops the mathematical framework for describing elastic deformation in solid materials.
  • C. Methods of Mathematical Physics
    Methods of Mathematical Physics is a classic two-volume textbook by Richard Courant and David Hilbert that rigorously develops the mathematical foundations and techniques used in theoretical physics.
  • D. An Introduction to Fluid Dynamics
    An Introduction to Fluid Dynamics is a classic graduate-level textbook that rigorously develops the theoretical foundations of fluid mechanics and has become a standard reference in the field.
  • E. Field Theory geometric design method
    The Field Theory geometric design method is an architectural design approach that uses complex geometric systems and rotational grids to generate dynamic, interlocking spatial forms, most famously applied in Walter Netsch’s modernist buildings.
  • F. None of above. chosen

Provenance (5 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_69bd441180708190ba42ffb44fea533a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e4dd6bc819094b1cbf533510995 completed March 20, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fd2a0348190a285ea1a62e7ae1b completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be707405008190ba1456544e8da593 completed March 21, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69be70e5537c8190b4db230932818a9c completed March 21, 2026, 10:20 a.m.
Created at: March 20, 2026, 1:28 p.m.