Triple
T21066469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debye–Hückel theory |
E518985
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Poisson–Boltzmann 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: Poisson–Boltzmann theory | Statement: [Debye–Hückel theory, relatedTo, Poisson–Boltzmann theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Poisson–Boltzmann theory Context triple: [Debye–Hückel theory, relatedTo, Poisson–Boltzmann theory]
-
A.
Gouy–Chapman theory
chosen
Gouy–Chapman theory is a classical model in electrochemistry that describes the diffuse electrical double layer formed by ions near a charged surface in an electrolyte solution.
-
B.
Debye–Hückel theory
Debye–Hückel theory is a foundational model in physical chemistry that explains how electrostatic interactions between ions in solution affect properties such as activity coefficients and equilibrium behavior in electrolytes.
-
C.
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.
-
D.
Bjerrum ion-pair theory
Bjerrum ion-pair theory is a model in electrolyte chemistry that explains the formation and behavior of bound ion pairs in solution due to electrostatic attraction at short distances.
-
E.
Kirkwood–Buff integrals
Kirkwood–Buff integrals are statistical mechanical quantities that relate microscopic pair correlation functions to macroscopic thermodynamic properties of solutions and mixtures.
- 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_69e0b505ef108190b25dd4033e2ff7eb |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6feb455fc81909cc63fa0e87b6a35 |
completed | April 21, 2026, 4:36 a.m. |
Created at: April 16, 2026, 2:45 p.m.