Triple
T22729418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carl Wagner |
E562089
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Wagner theory of internal oxidation |
—
|
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: Wagner theory of internal oxidation | Statement: [Carl Wagner, knownFor, Wagner theory of internal oxidation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wagner theory of internal oxidation Context triple: [Carl Wagner, knownFor, Wagner theory of internal oxidation]
-
A.
An Introduction to Metallurgy
An Introduction to Metallurgy is a foundational textbook by materials scientist Alan Cottrell that systematically explains the principles and applications of metallurgical science.
-
B.
Portevin–Le Chatelier effect
The Portevin–Le Chatelier effect is a phenomenon in certain alloys where dynamic strain aging causes serrated yielding and jerky flow during plastic deformation under specific temperature and strain-rate conditions.
-
C.
Theoretical Structural Metallurgy
Theoretical Structural Metallurgy is a foundational text in materials science that applies theoretical principles to explain the mechanical behavior and structural properties of metals and alloys.
-
D.
Becker–Döring theory of nucleation
The Becker–Döring theory of nucleation is a classical kinetic model in statistical physics that describes how clusters of particles grow or shrink through the successive addition or loss of single monomers, providing a fundamental framework for understanding phase transitions and nucleation rates.
-
E.
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.
- 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: Wagner theory of internal oxidation Target entity description: The Wagner theory of internal oxidation is a foundational model in materials science that explains how oxygen diffuses into alloys and selectively oxidizes certain components beneath the surface, influencing corrosion behavior and high-temperature material performance.
-
A.
An Introduction to Metallurgy
An Introduction to Metallurgy is a foundational textbook by materials scientist Alan Cottrell that systematically explains the principles and applications of metallurgical science.
-
B.
Portevin–Le Chatelier effect
The Portevin–Le Chatelier effect is a phenomenon in certain alloys where dynamic strain aging causes serrated yielding and jerky flow during plastic deformation under specific temperature and strain-rate conditions.
-
C.
Theoretical Structural Metallurgy
Theoretical Structural Metallurgy is a foundational text in materials science that applies theoretical principles to explain the mechanical behavior and structural properties of metals and alloys.
-
D.
Becker–Döring theory of nucleation
The Becker–Döring theory of nucleation is a classical kinetic model in statistical physics that describes how clusters of particles grow or shrink through the successive addition or loss of single monomers, providing a fundamental framework for understanding phase transitions and nucleation rates.
-
E.
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.
- 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_69e24550859c81908727d91efc3a81b4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1792be7d88190b6d7d79041fcba25 |
completed | April 29, 2026, 3:21 a.m. |
Created at: April 17, 2026, 3:21 p.m.