Triple

T6765533
Position Surface form Disambiguated ID Type / Status
Subject Henry Eyring E154708 entity
Predicate notableWork P4 FINISHED
Object The Theory of Rate Processes (book, co-authored)
The Theory of Rate Processes is a foundational scientific book that systematically develops the theory of chemical reaction rates and laid the groundwork for modern transition state theory in physical chemistry.
E617544 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: The Theory of Rate Processes (book, co-authored) | Statement: [Henry Eyring, notableWork, The Theory of Rate Processes (book, co-authored)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Theory of Rate Processes (book, co-authored)
Context triple: [Henry Eyring, notableWork, The Theory of Rate Processes (book, co-authored)]
  • A. Arrhenius equation for temperature dependence of reaction rates
    The Arrhenius equation for temperature dependence of reaction rates is a fundamental formula in chemical kinetics that quantitatively relates a reaction’s rate constant to temperature and activation energy, explaining why reactions speed up as temperature increases.
  • B. Kramers turnover theory
    Kramers turnover theory is a foundational concept in chemical physics that describes how reaction rates depend on friction or solvent viscosity, predicting a maximum (turnover) as friction varies.
  • C. Taube mechanism in electron transfer
    The Taube mechanism in electron transfer is a foundational concept in inorganic chemistry that explains how electrons are transferred between metal complexes through ligand-bridged, often inner-sphere, pathways.
  • D. Fick's first law of diffusion
    Fick's first law of diffusion is a fundamental physical law that relates the diffusive flux of particles to the spatial gradient of their concentration, describing how substances move from regions of high to low concentration.
  • E. Thermodynamics and the Free Energy of Chemical Substances
    Thermodynamics and the Free Energy of Chemical Substances is a foundational 1923 textbook by Gilbert N. Lewis and Merle Randall that systematically applied thermodynamic principles to chemical equilibria and free energy, helping to establish modern physical chemistry.
  • 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: The Theory of Rate Processes (book, co-authored)
Triple: [Henry Eyring, notableWork, The Theory of Rate Processes (book, co-authored)]
Generated description
The Theory of Rate Processes is a foundational scientific book that systematically develops the theory of chemical reaction rates and laid the groundwork for modern transition state theory in physical chemistry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Theory of Rate Processes (book, co-authored)
Target entity description: The Theory of Rate Processes is a foundational scientific book that systematically develops the theory of chemical reaction rates and laid the groundwork for modern transition state theory in physical chemistry.
  • A. Arrhenius equation for temperature dependence of reaction rates
    The Arrhenius equation for temperature dependence of reaction rates is a fundamental formula in chemical kinetics that quantitatively relates a reaction’s rate constant to temperature and activation energy, explaining why reactions speed up as temperature increases.
  • B. Kramers turnover theory
    Kramers turnover theory is a foundational concept in chemical physics that describes how reaction rates depend on friction or solvent viscosity, predicting a maximum (turnover) as friction varies.
  • C. Taube mechanism in electron transfer
    The Taube mechanism in electron transfer is a foundational concept in inorganic chemistry that explains how electrons are transferred between metal complexes through ligand-bridged, often inner-sphere, pathways.
  • D. Fick's first law of diffusion
    Fick's first law of diffusion is a fundamental physical law that relates the diffusive flux of particles to the spatial gradient of their concentration, describing how substances move from regions of high to low concentration.
  • E. Thermodynamics and the Free Energy of Chemical Substances
    Thermodynamics and the Free Energy of Chemical Substances is a foundational 1923 textbook by Gilbert N. Lewis and Merle Randall that systematically applied thermodynamic principles to chemical equilibria and free energy, helping to establish modern physical chemistry.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d22ed30881909e1bfcfb8cf175a2 completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712be7f9c8190b2667fc4c8d5f601 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713842b9c8190ae31eba0bd449968 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71444e9ec8190a68531ed29fd9377 completed March 27, 2026, 11:35 p.m.
Created at: March 27, 2026, 2:12 p.m.