Triple

T5994050

Position	Surface form	Disambiguated ID	Type / Status
Subject	Paul J. Flory	`E133422`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Principles of Polymer Chemistry Principles of Polymer Chemistry is a foundational textbook by Paul J. Flory that systematically established the theoretical framework of polymer science.	`E562088`	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: Principles of Polymer Chemistry | Statement: [Paul J. Flory, notableWork, Principles of Polymer Chemistry]

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

Target entity: Principles of Polymer Chemistry
Context triple: [Paul J. Flory, notableWork, Principles of Polymer Chemistry]

A. Division of Polymer Chemistry
The Division of Polymer Chemistry is a specialized unit of the American Chemical Society that focuses on advancing research, education, and collaboration in the field of polymer science and engineering.
B. Division of Polymeric Materials: Science and Engineering
The Division of Polymeric Materials: Science and Engineering is a professional subdivision of the American Chemical Society that focuses on the science, engineering, and technological applications of polymeric materials.
C. 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.
D. APS Division of Polymer Physics
The APS Division of Polymer Physics is a specialized unit of the American Physical Society that focuses on advancing and disseminating research in the physics of polymers and soft matter.
E. Supramolecular Chemistry: Concepts and Perspectives
Supramolecular Chemistry: Concepts and Perspectives is a foundational book by Nobel laureate Jean-Marie Lehn that systematically introduces the principles, concepts, and applications of supramolecular chemistry and molecular recognition.
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: Principles of Polymer Chemistry
Triple: [Paul J. Flory, notableWork, Principles of Polymer Chemistry]

Generated description

Principles of Polymer Chemistry is a foundational textbook by Paul J. Flory that systematically established the theoretical framework of polymer science.

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

Target entity: Principles of Polymer Chemistry
Target entity description: Principles of Polymer Chemistry is a foundational textbook by Paul J. Flory that systematically established the theoretical framework of polymer science.

A. Division of Polymer Chemistry
The Division of Polymer Chemistry is a specialized unit of the American Chemical Society that focuses on advancing research, education, and collaboration in the field of polymer science and engineering.
B. Division of Polymeric Materials: Science and Engineering
The Division of Polymeric Materials: Science and Engineering is a professional subdivision of the American Chemical Society that focuses on the science, engineering, and technological applications of polymeric materials.
C. 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.
D. APS Division of Polymer Physics
The APS Division of Polymer Physics is a specialized unit of the American Physical Society that focuses on advancing and disseminating research in the physics of polymers and soft matter.
E. Supramolecular Chemistry: Concepts and Perspectives
Supramolecular Chemistry: Concepts and Perspectives is a foundational book by Nobel laureate Jean-Marie Lehn that systematically introduces the principles, concepts, and applications of supramolecular chemistry and molecular recognition.
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_69c00870ddbc81909880fa3864f4f38d`	completed	March 22, 2026, 3:19 p.m.
NER	Named-entity recognition	`batch_69c04e92e1448190bbf961a8243082ee`	completed	March 22, 2026, 8:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c108685f788190aa3f84e56837b195`	completed	March 23, 2026, 9:31 a.m.
NEDg	Description generation	`batch_69c10a15b9e08190be8b559e467d1d8c`	completed	March 23, 2026, 9:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69c10aaf299481909d0e824a126381e3`	completed	March 23, 2026, 9:41 a.m.

Created at: March 22, 2026, 4:05 p.m.