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Paper Citation Record · LEDGER

A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process

As of 13 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2501.16783.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.16783 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T10:48:57.549233Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d561fae1-1706-4b43-9087-3e44f73bc71c · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T10:48:57.529266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:48:57.529266Z digest=sha256:6897520650f4bf5a6cb19cd08f13a6a94fb29660cb8579571f82e9e782f9a19b

Observation 410f63ea-3266-4102-9f59-c0909d226c9d · outbound

This paper cites an unresolved cited work.

A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T10:48:57.658288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T10:48:57.534348Z digest=sha256:70f2774cd7ae1165fca49744c70d640f24a85786a4b49bd954868a7493cf6951

Observation e05419f0-b8bf-479b-afa3-3d058123c068 · outbound

This paper cites The F okker–Planck Equation: Methods of Solution and Applic ations.

A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process The F okker–Planck Equation: Methods of Solution and Applic ations

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:48:57.642560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T10:48:57.538844Z digest=sha256:b4fa890c19cbdb4f75a7151d91532a7ee7fabbd785340092d8c06c3660ad0911

Observation c0d9e915-326b-4889-b120-64b6422170a3 · outbound

This paper cites Universality classes in nonequilibrium lattice systems.

A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process Universality classes in nonequilibrium lattice systems

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T10:48:57.626185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T10:48:57.544069Z digest=sha256:8020c1a9d5616bcbf42c6e1df86ae91e72951da5cb17b2511db332fd534182cf

Observation c91b05c6-abba-4878-90f4-2e3d798c49e8 · outbound

This paper cites On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning.

A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T10:48:57.549233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:48:57.549233Z digest=sha256:3583699221bb0889cdaf91d31ddda8cd26a735c3c8a36b9de182c83a362cbb19

Pith citing papers

No inbound Pith citation observations are available.