Triple

T7792521
Position Surface form Disambiguated ID Type / Status
Subject Marcus Reiner E180214 entity
Predicate notableWork P4 FINISHED
Object Deformation, Strain and Flow: An Elementary Introduction to Rheology
Deformation, Strain and Flow: An Elementary Introduction to Rheology is a foundational textbook that introduces the basic principles of how materials deform and flow under stress, written for students and newcomers to rheology.
E693901 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: Deformation, Strain and Flow: An Elementary Introduction to Rheology | Statement: [Marcus Reiner, notableWork, Deformation, Strain and Flow: An Elementary Introduction to Rheology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deformation, Strain and Flow: An Elementary Introduction to Rheology
Context triple: [Marcus Reiner, notableWork, Deformation, Strain and Flow: An Elementary Introduction to Rheology]
  • A. “The Structure and Rheology of Complex Fluids”
    “The Structure and Rheology of Complex Fluids” is a comprehensive textbook that explains the microstructural basis and flow behavior of complex fluids such as polymers, colloids, and surfactant solutions.
  • B. Dynamics of Polymeric Liquids
    Dynamics of Polymeric Liquids is a foundational textbook in rheology and polymer science that rigorously develops the theory and mathematical modeling of the flow and deformation behavior of polymeric fluids.
  • C. On the theories of the internal friction of fluids in motion
    "On the theories of the internal friction of fluids in motion" is a foundational scientific paper by George Gabriel Stokes that established key principles of fluid dynamics and viscosity, leading to what is now known as the Navier–Stokes equations.
  • D. “Constitutive Equations for Polymer Melts and Solutions”
    “Constitutive Equations for Polymer Melts and Solutions” is a scholarly book that presents theoretical frameworks and mathematical models describing the rheological behavior of polymer melts and solutions.
  • E. Dynamics of Nonhomogeneous Fluids
    Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
  • 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: Deformation, Strain and Flow: An Elementary Introduction to Rheology
Triple: [Marcus Reiner, notableWork, Deformation, Strain and Flow: An Elementary Introduction to Rheology]
Generated description
Deformation, Strain and Flow: An Elementary Introduction to Rheology is a foundational textbook that introduces the basic principles of how materials deform and flow under stress, written for students and newcomers to rheology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deformation, Strain and Flow: An Elementary Introduction to Rheology
Target entity description: Deformation, Strain and Flow: An Elementary Introduction to Rheology is a foundational textbook that introduces the basic principles of how materials deform and flow under stress, written for students and newcomers to rheology.
  • A. “The Structure and Rheology of Complex Fluids”
    “The Structure and Rheology of Complex Fluids” is a comprehensive textbook that explains the microstructural basis and flow behavior of complex fluids such as polymers, colloids, and surfactant solutions.
  • B. Dynamics of Polymeric Liquids
    Dynamics of Polymeric Liquids is a foundational textbook in rheology and polymer science that rigorously develops the theory and mathematical modeling of the flow and deformation behavior of polymeric fluids.
  • C. On the theories of the internal friction of fluids in motion
    "On the theories of the internal friction of fluids in motion" is a foundational scientific paper by George Gabriel Stokes that established key principles of fluid dynamics and viscosity, leading to what is now known as the Navier–Stokes equations.
  • D. “Constitutive Equations for Polymer Melts and Solutions”
    “Constitutive Equations for Polymer Melts and Solutions” is a scholarly book that presents theoretical frameworks and mathematical models describing the rheological behavior of polymer melts and solutions.
  • E. Dynamics of Nonhomogeneous Fluids
    Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
  • 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_69ca827d22208190b4dc5aa680edcf5d completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cae938714c8190b89917e6ded004da completed March 30, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb13cdb4288190ae3cfe1ee4e3e496 completed March 31, 2026, 12:22 a.m.
NEDg Description generation batch_69cb1636b0d48190a57c2d3a7b3b41ed completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a29d2988190bb64aada0d2ef463 completed March 31, 2026, 12:49 a.m.
Created at: March 30, 2026, 4:30 p.m.