Triple

T21066472
Position Surface form Disambiguated ID Type / Status
Subject Debye–Hückel theory E518985 entity
Predicate relatedTo P37 FINISHED
Object Bjerrum ion-pair theory 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: Bjerrum ion-pair theory | Statement: [Debye–Hückel theory, relatedTo, Bjerrum ion-pair theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bjerrum ion-pair theory
Context triple: [Debye–Hückel theory, relatedTo, Bjerrum ion-pair theory]
  • A. 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.
  • B. Grote–Hynes theory
    Grote–Hynes theory is a refinement of Kramers’ reaction-rate theory that incorporates frequency-dependent friction to more accurately describe barrier-crossing dynamics in condensed-phase chemical reactions.
  • C. Kohlrausch law of independent migration of ions
    The Kohlrausch law of independent migration of ions states that at infinite dilution, each ion contributes a characteristic, additive amount to the total molar conductivity of an electrolyte solution, independent of the other ions present.
  • D. Flory–Huggins solution theory
    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.
  • 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. 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: Bjerrum ion-pair theory
Target entity description: 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.
  • A. 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.
  • B. Grote–Hynes theory
    Grote–Hynes theory is a refinement of Kramers’ reaction-rate theory that incorporates frequency-dependent friction to more accurately describe barrier-crossing dynamics in condensed-phase chemical reactions.
  • C. Kohlrausch law of independent migration of ions
    The Kohlrausch law of independent migration of ions states that at infinite dilution, each ion contributes a characteristic, additive amount to the total molar conductivity of an electrolyte solution, independent of the other ions present.
  • D. Flory–Huggins solution theory
    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.
  • 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. 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_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.