Triple

T8073614

Position	Surface form	Disambiguated ID	Type / Status
Subject	Melvin Mooney	`E188436`	entity
Predicate	knownFor	`P22`	FINISHED
Object	Mooney-Rivlin theory Mooney-Rivlin theory is a constitutive model in continuum mechanics that describes the nonlinear elastic behavior of rubber-like materials using a specific strain energy function.	`E710332`	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: Mooney-Rivlin theory | Statement: [Melvin Mooney, knownFor, Mooney-Rivlin theory]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Mooney-Rivlin theory
Context triple: [Melvin Mooney, knownFor, Mooney-Rivlin theory]

A. Reiner–Rivlin fluid model
The Reiner–Rivlin fluid model is a constitutive model in continuum mechanics that describes the nonlinear stress–strain behavior of certain non-Newtonian, viscoelastic fluids.
B. The Non-Linear Field Theories of Mechanics
The Non-Linear Field Theories of Mechanics is a foundational monograph by Clifford Truesdell that rigorously develops the mathematical theory of nonlinear continuum mechanics and its applications to elastic and fluid media.
C. Foundations of Solid Mechanics
Foundations of Solid Mechanics is a seminal textbook by biomechanical engineer Yuan-Cheng Fung that rigorously develops the theoretical principles governing the mechanical behavior of solid materials.
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. “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.
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: Mooney-Rivlin theory
Triple: [Melvin Mooney, knownFor, Mooney-Rivlin theory]

Generated description

Mooney-Rivlin theory is a constitutive model in continuum mechanics that describes the nonlinear elastic behavior of rubber-like materials using a specific strain energy function.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Mooney-Rivlin theory
Target entity description: Mooney-Rivlin theory is a constitutive model in continuum mechanics that describes the nonlinear elastic behavior of rubber-like materials using a specific strain energy function.

A. Reiner–Rivlin fluid model
The Reiner–Rivlin fluid model is a constitutive model in continuum mechanics that describes the nonlinear stress–strain behavior of certain non-Newtonian, viscoelastic fluids.
B. The Non-Linear Field Theories of Mechanics
The Non-Linear Field Theories of Mechanics is a foundational monograph by Clifford Truesdell that rigorously develops the mathematical theory of nonlinear continuum mechanics and its applications to elastic and fluid media.
C. Foundations of Solid Mechanics
Foundations of Solid Mechanics is a seminal textbook by biomechanical engineer Yuan-Cheng Fung that rigorously develops the theoretical principles governing the mechanical behavior of solid materials.
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. “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.
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_69ca82b50c708190863f661d438e68df`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb404a98408190b6c8eecb95ad086d`	completed	March 31, 2026, 3:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc63ecb04881909b1849dc4ef7c2bc`	completed	April 1, 2026, 12:16 a.m.
NEDg	Description generation	`batch_69cc651d340c819089306bac7110f57a`	completed	April 1, 2026, 12:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69cc666ecc04819092ee4cc035dde627`	completed	April 1, 2026, 12:27 a.m.

Created at: March 30, 2026, 5:27 p.m.