Triple

T5904726
Position Surface form Disambiguated ID Type / Status
Subject Claude-Louis Berthollet E131315 entity
Predicate knownFor P22 FINISHED
Object Essai de statique chimique
Essai de statique chimique is an influential late-18th-century work by Claude-Louis Berthollet that helped establish the foundations of chemical equilibrium and modern chemical theory.
E554719 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: Essai de statique chimique | Statement: [Claude-Louis Berthollet, knownFor, Essai de statique chimique]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Essai de statique chimique
Context triple: [Claude-Louis Berthollet, knownFor, Essai de statique chimique]
  • A. On the Equilibrium of Heterogeneous Substances
    On the Equilibrium of Heterogeneous Substances is a foundational 1876–1878 treatise in thermodynamics by Josiah Willard Gibbs that introduced key concepts of chemical thermodynamics and phase equilibrium, including the Gibbs free energy.
  • B. Traité élémentaire de chimie
    Traité élémentaire de chimie is a foundational 1789 chemistry textbook by Antoine Lavoisier that helped establish modern chemical nomenclature and the law of conservation of mass.
  • C. Traité de dynamique
    Traité de dynamique is an influential 1743 treatise by Jean d’Alembert that helped formalize classical mechanics and introduced what is now known as d’Alembert’s principle.
  • D. Traité élémentaire de minéralogie
    Traité élémentaire de minéralogie is a foundational early 19th-century textbook on mineralogy that helped systematize the classification and study of minerals.
  • E. Théorie analytique de la chaleur
    Théorie analytique de la chaleur is Joseph Fourier’s foundational 1822 treatise that introduced Fourier series and laid the mathematical groundwork for the modern theory of heat conduction and harmonic 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: Essai de statique chimique
Triple: [Claude-Louis Berthollet, knownFor, Essai de statique chimique]
Generated description
Essai de statique chimique is an influential late-18th-century work by Claude-Louis Berthollet that helped establish the foundations of chemical equilibrium and modern chemical theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Essai de statique chimique
Target entity description: Essai de statique chimique is an influential late-18th-century work by Claude-Louis Berthollet that helped establish the foundations of chemical equilibrium and modern chemical theory.
  • A. On the Equilibrium of Heterogeneous Substances
    On the Equilibrium of Heterogeneous Substances is a foundational 1876–1878 treatise in thermodynamics by Josiah Willard Gibbs that introduced key concepts of chemical thermodynamics and phase equilibrium, including the Gibbs free energy.
  • B. Traité élémentaire de chimie
    Traité élémentaire de chimie is a foundational 1789 chemistry textbook by Antoine Lavoisier that helped establish modern chemical nomenclature and the law of conservation of mass.
  • C. Traité de dynamique
    Traité de dynamique is an influential 1743 treatise by Jean d’Alembert that helped formalize classical mechanics and introduced what is now known as d’Alembert’s principle.
  • D. Traité élémentaire de minéralogie
    Traité élémentaire de minéralogie is a foundational early 19th-century textbook on mineralogy that helped systematize the classification and study of minerals.
  • E. Théorie analytique de la chaleur
    Théorie analytique de la chaleur is Joseph Fourier’s foundational 1822 treatise that introduced Fourier series and laid the mathematical groundwork for the modern theory of heat conduction and harmonic 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_69c0085864a88190a569c05ff7d65f29 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037395a7c8190a44197a5415101f6 completed March 22, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b166b0bc8190a201899cf45a9b31 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b27438a08190ab6b72c8fd682bf6 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b309a70081908ad3e819879b17e4 completed March 23, 2026, 3:27 a.m.
Created at: March 22, 2026, 3:59 p.m.