Triple
T18785963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irving Langmuir |
E459375
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | “The Constitution and Fundamental Properties of Solids and Liquids” |
—
|
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: “The Constitution and Fundamental Properties of Solids and Liquids” | Statement: [Irving Langmuir, notableWork, “The Constitution and Fundamental Properties of Solids and Liquids”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “The Constitution and Fundamental Properties of Solids and Liquids” Context triple: [Irving Langmuir, notableWork, “The Constitution and Fundamental Properties of Solids and Liquids”]
-
A.
The Dynamical Theory of Gases
The Dynamical Theory of Gases is a foundational scientific work by James Jeans that develops the kinetic theory framework for understanding the behavior and properties of gases using statistical mechanics.
-
B.
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.
-
C.
Elementary Principles in Statistical Mechanics
"Elementary Principles in Statistical Mechanics" is a foundational 1902 treatise by Josiah Willard Gibbs that rigorously established the theoretical framework of statistical mechanics and its connection to thermodynamics.
-
D.
Illustrations of the Dynamical Theory of Gases
Illustrations of the Dynamical Theory of Gases is a foundational 1860 scientific paper by James Clerk Maxwell that introduced key ideas of kinetic theory and the statistical behavior of gas molecules.
-
E.
“Constitutive Equations for Polymer Melts and Solutions”
“Constitutive Equations for Polymer Melts and Solutions” is a scholarly book that presents theoretical frameworks and mathematical models describing the rheological behavior of polymer melts and solutions.
- 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: “The Constitution and Fundamental Properties of Solids and Liquids” Target entity description: “The Constitution and Fundamental Properties of Solids and Liquids” is a landmark scientific paper by Irving Langmuir that helped establish modern surface chemistry by explaining the molecular behavior and physical properties of condensed matter.
-
A.
The Dynamical Theory of Gases
The Dynamical Theory of Gases is a foundational scientific work by James Jeans that develops the kinetic theory framework for understanding the behavior and properties of gases using statistical mechanics.
-
B.
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.
-
C.
Elementary Principles in Statistical Mechanics
"Elementary Principles in Statistical Mechanics" is a foundational 1902 treatise by Josiah Willard Gibbs that rigorously established the theoretical framework of statistical mechanics and its connection to thermodynamics.
-
D.
Illustrations of the Dynamical Theory of Gases
Illustrations of the Dynamical Theory of Gases is a foundational 1860 scientific paper by James Clerk Maxwell that introduced key ideas of kinetic theory and the statistical behavior of gas molecules.
-
E.
“Constitutive Equations for Polymer Melts and Solutions”
“Constitutive Equations for Polymer Melts and Solutions” is a scholarly book that presents theoretical frameworks and mathematical models describing the rheological behavior of polymer melts and solutions.
- 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_69d8d396f54c8190ba49db31e8743842 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5978154ac819096356d2a488b45f0 |
completed | April 20, 2026, 3:03 a.m. |
Created at: April 10, 2026, 11:52 a.m.