Triple
T13561577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vladimir Arnold |
E323919
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Catastrophe Theory |
E627201
|
NE FINISHED |
How this triple was built (2 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: Catastrophe Theory | Statement: [Vladimir Arnold, notableWork, Catastrophe Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Catastrophe Theory Context triple: [Vladimir Arnold, notableWork, Catastrophe Theory]
-
A.
ADE singularity theory
ADE singularity theory is a classification framework in singularity theory and Lie theory that organizes certain simple surface singularities and related algebraic structures into three families labeled A, D, and E.
-
B.
Structural Stability and Morphogenesis
chosen
Structural Stability and Morphogenesis is René Thom’s seminal work that founded catastrophe theory, applying advanced topology to explain how continuous processes can lead to sudden qualitative changes in natural and social systems.
-
C.
Nonlinear Dynamics and Chaos
Nonlinear Dynamics and Chaos is a widely used textbook by Steven Strogatz that introduces the theory and applications of nonlinear systems, emphasizing qualitative analysis, bifurcations, and chaotic behavior in real-world phenomena.
-
D.
Strange Attractors
"Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
-
E.
The Representation of Chaos
The Representation of Chaos is the dramatic opening section of Haydn’s oratorio "The Creation," depicting the primordial disorder before the emergence of light and order through striking harmonic and orchestral effects.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8076830b48190910a902bae5888e2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaff5219081909cf60423e79d278f |
completed | April 12, 2026, 2:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75dad601481908de5f266f01f3f49 |
completed | May 3, 2026, 2:37 p.m. |
Created at: April 9, 2026, 9:47 p.m.