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Paper Citation Record · LEDGER

Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning Models via Tool Augmentations

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2507.17699.

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

pith.paper-citation-record.v1
2507.17699 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:51:47.056831Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T06:23:08.695762Z

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 6bb44a55-f092-424d-82ec-8d6e00c6afd2 · inbound

Entropy-Guided Loop: Achieving Reasoning through Uncertainty-Aware Generation cites this paper.

Entropy-Guided Loop: Achieving Reasoning through Uncertainty-Aware Generation Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning Models via Tool Augmentations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T15:51:47.056831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:47.056831Z digest=sha256:591d916bb435af8b31aec6d742e42ca1158aa82675cfd9f160af3e2e39b9b211

Observation e96ea047-6a3c-4351-8d3f-fd00e8f917ae · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning Models via Tool Augmentations

Reference 117

Resolution
verified exact
arxiv_id, observed 2026-05-18T19:21:48.019670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T19:19:36.427337Z digest=sha256:e4bcd3c20ecdbcbd9a3d6781f4431ef97b7af2ab640cb9d43faaa695a31d2f6b

Observation b30ffef0-178f-44b6-a12c-7d1714ac2bba · inbound

OPT-Engine: Benchmarking the Limits of LLMs in Optimization Modeling via Complexity Scaling cites this paper.

OPT-Engine: Benchmarking the Limits of LLMs in Optimization Modeling via Complexity Scaling Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning Models via Tool Augmentations

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-16T16:18:05.342519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T16:17:43.055124Z digest=sha256:125d71ea2c7e072ea213b3b3c6c3f3e072d3629a355f8dd12e56c23760eb754b

Observation c44a978b-2587-4261-ade9-ccc2d20d6ca9 · inbound

Statistical Guarantees for Reasoning Probes on Looped Boolean Circuits cites this paper.

Statistical Guarantees for Reasoning Probes on Looped Boolean Circuits Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning Models via Tool Augmentations

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-03T05:01:01.592201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:01:01.592201Z digest=sha256:0d0bd6af2bfc8e0475b8ccff8911fdbd3a3c17b56c90506932b27be0e4b78ea4

Observation 6310a2b6-1777-4167-88af-fa3c28e7e823 · inbound

REPOT: Recoverable Program-of-Thought via Checkpoint Repair cites this paper.

REPOT: Recoverable Program-of-Thought via Checkpoint Repair Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning Models via Tool Augmentations

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-06-29T06:23:08.697819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-29T06:22:46.440678Z digest=sha256:4a4c7041210f379941c55820888687ac4164cc4d63505084478bf3c41e566fbf