Triple

T6256951
Position Surface form Disambiguated ID Type / Status
Subject William R. Schowalter E140190 entity
Predicate notableWork P4 FINISHED
Object Theoretical Fluid Dynamics
Theoretical Fluid Dynamics is a foundational textbook that rigorously develops the mathematical and physical principles governing fluid motion, widely used in advanced studies of fluid mechanics.
E579348 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: Theoretical Fluid Dynamics | Statement: [William R. Schowalter, notableWork, Theoretical Fluid Dynamics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theoretical Fluid Dynamics
Context triple: [William R. Schowalter, notableWork, Theoretical Fluid Dynamics]
  • A. 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.
  • B. Hydrodynamics
    Hydrodynamics is a classic and influential treatise by Horace Lamb that systematically develops the mathematical theory of fluid motion.
  • C. Physics of Fluids
    Physics of Fluids is a peer-reviewed scientific journal focusing on research in fluid dynamics and related areas of physics.
  • D. Division of Fluid Dynamics
    The Division of Fluid Dynamics is a specialized unit of the American Physical Society that promotes research, collaboration, and dissemination of knowledge in the field of fluid mechanics and related phenomena.
  • E. Fluid Mechanics: A Concise Introduction to the Theory
    "Fluid Mechanics: A Concise Introduction to the Theory" is a foundational textbook by Chia-Shun Yih that presents the core principles and mathematical framework of fluid mechanics in a compact, rigorous form.
  • 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: Theoretical Fluid Dynamics
Triple: [William R. Schowalter, notableWork, Theoretical Fluid Dynamics]
Generated description
Theoretical Fluid Dynamics is a foundational textbook that rigorously develops the mathematical and physical principles governing fluid motion, widely used in advanced studies of fluid mechanics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theoretical Fluid Dynamics
Target entity description: Theoretical Fluid Dynamics is a foundational textbook that rigorously develops the mathematical and physical principles governing fluid motion, widely used in advanced studies of fluid mechanics.
  • A. 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.
  • B. Hydrodynamics
    Hydrodynamics is a classic and influential treatise by Horace Lamb that systematically develops the mathematical theory of fluid motion.
  • C. Physics of Fluids
    Physics of Fluids is a peer-reviewed scientific journal focusing on research in fluid dynamics and related areas of physics.
  • D. Division of Fluid Dynamics
    The Division of Fluid Dynamics is a specialized unit of the American Physical Society that promotes research, collaboration, and dissemination of knowledge in the field of fluid mechanics and related phenomena.
  • E. Fluid Mechanics: A Concise Introduction to the Theory
    "Fluid Mechanics: A Concise Introduction to the Theory" is a foundational textbook by Chia-Shun Yih that presents the core principles and mathematical framework of fluid mechanics in a compact, rigorous form.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06366baa481908d59428cceabbe46 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c244379f308190b73fe7ed4ed678e9 completed March 24, 2026, 7:58 a.m.
NEDg Description generation batch_69c246309e5081908cd00cdf15f545d3 completed March 24, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c246cd73608190a76e1d99da153338 completed March 24, 2026, 8:09 a.m.
Created at: March 22, 2026, 4:24 p.m.