Triple
T22729296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flory–Huggins solution theory |
E562086
|
entity |
| Predicate | extendedBy |
P9926
|
FINISHED |
| Object | Flory–Huggins–de Gennes theories |
—
|
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: Flory–Huggins–de Gennes theories | Statement: [Flory–Huggins solution theory, extendedBy, Flory–Huggins–de Gennes theories]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flory–Huggins–de Gennes theories Context triple: [Flory–Huggins solution theory, extendedBy, Flory–Huggins–de Gennes theories]
-
A.
Flory–Huggins solution theory
chosen
Flory–Huggins solution theory is a thermodynamic model that describes the mixing behavior and phase separation of polymer solutions by accounting for the size difference between polymer chains and solvent molecules.
-
B.
Flory–Stockmayer theory of gelation
The Flory–Stockmayer theory of gelation is a foundational mathematical framework in polymer chemistry that predicts when a reacting system of multifunctional monomers will form an infinite, crosslinked network (a gel).
-
C.
Scaling Concepts in Polymer Physics
"Scaling Concepts in Polymer Physics" is a seminal monograph that introduced powerful scaling theories to explain the universal behavior of polymer systems in solution and in bulk.
-
D.
Flory–Fox equation
The Flory–Fox equation is a fundamental polymer science relation that connects the glass transition temperature of a polymer to its molecular weight.
-
E.
Kirkwood–Buff solution theory
Kirkwood–Buff solution theory is a statistical mechanical framework that relates microscopic pair correlation functions to macroscopic thermodynamic properties of solutions, widely used to analyze solvation and mixture behavior.
- 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_69e24550859c81908727d91efc3a81b4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1792be7d88190b6d7d79041fcba25 |
completed | April 29, 2026, 3:21 a.m. |
Created at: April 17, 2026, 3:21 p.m.