Triple

T21262329
Position Surface form Disambiguated ID Type / Status
Subject Robert C. Armstrong E524035 entity
Predicate coAuthorOf P2389 FINISHED
Object Dynamics of Polymeric Liquids, Volume 2: Kinetic Theory — NE NERFINISHED

How this triple was built (2 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: Dynamics of Polymeric Liquids, Volume 2: Kinetic Theory | Statement: [Robert C. Armstrong, coAuthorOf, Dynamics of Polymeric Liquids, Volume 2: Kinetic Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dynamics of Polymeric Liquids, Volume 2: Kinetic Theory
Context triple: [Robert C. Armstrong, coAuthorOf, Dynamics of Polymeric Liquids, Volume 2: Kinetic Theory]
  • A. Dynamics of Polymeric Liquids chosen
    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.
  • B. “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.
  • C. “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.
  • D. 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.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0b5156d7881909bd4f83676590715 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e735e899e081909d3c98fb12a8b476 completed April 21, 2026, 8:31 a.m.
Created at: April 16, 2026, 4 p.m.