Triple

T17105393
Position Surface form Disambiguated ID Type / Status
Subject Kramers turnover theory E415084 entity
Predicate relatedTo P37 FINISHED
Object 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.
E1250499 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: Grote–Hynes theory | Statement: [Kramers turnover theory, relatedTo, Grote–Hynes theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grote–Hynes theory
Context triple: [Kramers turnover theory, relatedTo, Grote–Hynes theory]
  • A. Farrer hypothesis
    The Farrer hypothesis is a theory of New Testament source criticism that proposes the Gospel of Mark was written first, Matthew used Mark, and Luke used both Mark and Matthew, thereby dispensing with the need for a separate Q source.
  • B. Appleton–Hartree equation
    The Appleton–Hartree equation is a fundamental formula in plasma physics and radio science that describes how radio waves propagate through the ionosphere in the presence of a magnetic field.
  • C. 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.
  • 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. Bardeen–Stephen model
    The Bardeen–Stephen model is a theoretical framework in superconductivity that describes the motion and dissipation of energy by magnetic flux vortices in type-II superconductors.
  • 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: Grote–Hynes theory
Triple: [Kramers turnover theory, relatedTo, Grote–Hynes theory]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grote–Hynes theory
Target entity description: 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.
  • A. Farrer hypothesis
    The Farrer hypothesis is a theory of New Testament source criticism that proposes the Gospel of Mark was written first, Matthew used Mark, and Luke used both Mark and Matthew, thereby dispensing with the need for a separate Q source.
  • B. Appleton–Hartree equation
    The Appleton–Hartree equation is a fundamental formula in plasma physics and radio science that describes how radio waves propagate through the ionosphere in the presence of a magnetic field.
  • C. 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.
  • 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. Bardeen–Stephen model
    The Bardeen–Stephen model is a theoretical framework in superconductivity that describes the motion and dissipation of energy by magnetic flux vortices in type-II superconductors.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dc2683fc81908af2df9012addecb completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139ffbe808190a24e827331ee4a6c completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013ae388548190b09d2c81e1ab0d02 completed May 11, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_6a013b4df74c81908b3b99e276531e13 completed May 11, 2026, 2:13 a.m.
Created at: April 10, 2026, 5:35 a.m.