Triple
T21290632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morton M. Denn |
E524777
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object | Polymer Melt Processing |
—
|
NE NERFINISHED |
How this triple was built (3 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: Polymer Melt Processing | Statement: [Morton M. Denn, hasWritten, Polymer Melt Processing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Polymer Melt Processing Context triple: [Morton M. Denn, hasWritten, Polymer Melt Processing]
-
A.
“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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Polymer Melt Processing Target entity description: Polymer Melt Processing is a technical book that explains the rheology, flow behavior, and engineering principles involved in shaping and manufacturing polymer materials in their molten state.
-
A.
“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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
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_69e0b5171f6c8190a5d57201ede73811 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736d9467881908ec5b1dec76e6f5d |
completed | April 21, 2026, 8:35 a.m. |
Created at: April 16, 2026, 4:04 p.m.