Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Deterministic or probabilistic? The psychology of LLMs as random number generators
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.19965.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T13:10:47.045131Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T17:09:58.741775Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 8c1e1480-871b-4a2b-96af-85c3257f234f · inbound
The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions cites this paper.
The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions Deterministic or probabilistic? The psychology of LLMs as random number generators
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T21:32:59.775592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 14498882-4fb4-4ba8-b4d1-c8b4db168752 · inbound
FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences cites this paper.
FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences Deterministic or probabilistic? The psychology of LLMs as random number generators
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T01:56:27.978565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 81f2424d-2025-422a-b18c-9df031901c54 · inbound
UnpredictaBench: A Benchmark for Evaluating Distributional Randomness in LLMs cites this paper.
UnpredictaBench: A Benchmark for Evaluating Distributional Randomness in LLMs Deterministic or probabilistic? The psychology of LLMs as random number generators
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T12:56:57.224944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 49651e63-7a34-400e-bc2b-7b964626107c · inbound
To Compare, or Not to Compare: On Methodological Practices in Evaluating Social Bias cites this paper.
To Compare, or Not to Compare: On Methodological Practices in Evaluating Social Bias Deterministic or probabilistic? The psychology of LLMs as random number generators
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T17:09:58.743615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2aa8a969-9b54-4e59-b541-590f6114b703 · inbound
One Token Is Enough: Fingerprinting and Verifying Large Language Models from Single-Token Output Distributions cites this paper.
One Token Is Enough: Fingerprinting and Verifying Large Language Models from Single-Token Output Distributions Deterministic or probabilistic? The psychology of LLMs as random number generators
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T13:10:47.045131Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.