Triple

T5991902
Position Surface form Disambiguated ID Type / Status
Subject Svante Arrhenius E133368 entity
Predicate publication P80 FINISHED
Object Lehrbuch der Elektrochemie
Lehrbuch der Elektrochemie is a foundational textbook on electrochemistry authored by Svante Arrhenius that helped systematize and disseminate early modern electrochemical theory.
E562311 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: Lehrbuch der Elektrochemie | Statement: [Svante Arrhenius, publication, Lehrbuch der Elektrochemie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lehrbuch der Elektrochemie
Context triple: [Svante Arrhenius, publication, Lehrbuch der Elektrochemie]
  • A. The Oxidation States of the Elements and Their Potentials in Aqueous Solutions
    The Oxidation States of the Elements and Their Potentials in Aqueous Solutions is a classic reference book in electrochemistry that systematically compiles and analyzes redox potentials and oxidation states of the chemical elements in water-based systems.
  • B. Latimer oxidation-potential diagrams
    Latimer oxidation-potential diagrams are electrochemical charts that summarize the standard reduction potentials between different oxidation states of an element, introduced by chemist Wendell M. Latimer to simplify redox analysis.
  • C. Butler–Volmer equation
    The Butler–Volmer equation is a fundamental relation in electrochemistry that describes how the rate of an electrode reaction (current density) depends on the electrode potential and reaction kinetics.
  • D. The Nature of the Chemical Bond
    The Nature of the Chemical Bond is a landmark chemistry book by Linus Pauling that systematically explains chemical bonding using quantum mechanics and became one of the most influential scientific texts of the 20th century.
  • E. Rays of Positive Electricity and Their Application to Chemical Analyses
    "Rays of Positive Electricity and Their Application to Chemical Analyses" is a landmark 1913 book by physicist J. J. Thomson that laid foundational work for mass spectrometry by exploring positive ion beams and their use in chemical analysis.
  • 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: Lehrbuch der Elektrochemie
Triple: [Svante Arrhenius, publication, Lehrbuch der Elektrochemie]
Generated description
Lehrbuch der Elektrochemie is a foundational textbook on electrochemistry authored by Svante Arrhenius that helped systematize and disseminate early modern electrochemical theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lehrbuch der Elektrochemie
Target entity description: Lehrbuch der Elektrochemie is a foundational textbook on electrochemistry authored by Svante Arrhenius that helped systematize and disseminate early modern electrochemical theory.
  • A. The Oxidation States of the Elements and Their Potentials in Aqueous Solutions
    The Oxidation States of the Elements and Their Potentials in Aqueous Solutions is a classic reference book in electrochemistry that systematically compiles and analyzes redox potentials and oxidation states of the chemical elements in water-based systems.
  • B. Latimer oxidation-potential diagrams
    Latimer oxidation-potential diagrams are electrochemical charts that summarize the standard reduction potentials between different oxidation states of an element, introduced by chemist Wendell M. Latimer to simplify redox analysis.
  • C. Butler–Volmer equation
    The Butler–Volmer equation is a fundamental relation in electrochemistry that describes how the rate of an electrode reaction (current density) depends on the electrode potential and reaction kinetics.
  • D. The Nature of the Chemical Bond
    The Nature of the Chemical Bond is a landmark chemistry book by Linus Pauling that systematically explains chemical bonding using quantum mechanics and became one of the most influential scientific texts of the 20th century.
  • E. Rays of Positive Electricity and Their Application to Chemical Analyses
    "Rays of Positive Electricity and Their Application to Chemical Analyses" is a landmark 1913 book by physicist J. J. Thomson that laid foundational work for mass spectrometry by exploring positive ion beams and their use in chemical analysis.
  • 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04e8fd030819095a4f3b3d425ec21 completed March 22, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10861c0bc8190b6290d7363f4264a completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c10c44b6408190be8bc1d96e0db2e4 completed March 23, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69c10cd7c1c8819085ec8bee7f42afc4 completed March 23, 2026, 9:50 a.m.
Created at: March 22, 2026, 4:05 p.m.