Paper Citation Record · LEDGER

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs

As of 10 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 1 inbound Pith citation observation for arXiv:2601.21233.

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

pith.paper-citation-record.v1
2601.21233 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:06:28.147293Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T08:11:30.091859Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T10:59:47.026581Z

Reference resolution

5 of 5 outbound references displayed

verified exact0
verified fuzzy0
unresolved4
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0b82885-9e69-4491-9d10-cc3ced08e0cc · outbound

This paper cites an unresolved cited work.

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs Unresolved cited work

Reference 1

Resolution: parse uncertain; no resolver link, observed 2026-08-03T07:06:27.762711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586012f6-0a7c-4a62-8532-8630d8982cad · outbound

This paper cites an unresolved cited work.

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T07:06:27.856642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6812be1c-f6aa-447c-8332-be3b2ab2a978 · outbound

This paper cites an unresolved cited work.

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T07:06:27.938308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5def8338-f74a-4cf5-b086-72945a603330 · outbound

This paper cites an unresolved cited work.

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T07:06:28.026647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75b7462a-c9bb-44bd-9fde-48a925af0d18 · outbound

This paper cites simple” defense corresponds to the “Direct.

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs simple” defense corresponds to the “Direct

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T07:06:28.147293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bedcc27a-f998-436a-a037-4b30e7c69bc1 · inbound

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies cites this paper.

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs

Reference 122

Resolution: verified exact; local_arxiv, observed 2026-07-04T10:59:47.028557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.