Pith. sign in

Paper Citation Record · LEDGER

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models

As of 19 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.08059.

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

pith.paper-citation-record.v1
2607.08059 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T00:58:39.892237Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

16 of 16 outbound references displayed

  • verified exact3
  • verified fuzzy5
  • unresolved4
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 996e8d4a-6dea-4f36-94f4-6f913c8750a0 · outbound

This paper cites Nature , volume=.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Nature , volume=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T01:06:40.444716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:d091008f6166fb91be3404a61be88e0f084678a7bdc0ad88e87e791273945a11

Observation c1cb1b2f-47d4-4751-b61c-15e6970ec864 · outbound

This paper cites an unresolved cited work.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-10T01:06:40.448939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:079fffa61337b44591a71e8df41cc0bf5b9ee8a718cb399656e459dde0dde1e3

Observation 2f4fc1b5-6ee1-4eef-9372-82c7a004851b · outbound

This paper cites arXiv preprint arXiv:2602.24195 , year=.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models arXiv preprint arXiv:2602.24195 , year=

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-10T01:06:40.159054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:b1ee7e5bc715589ee8539e9fc642c83a1082146e4f2291b197c8fa13a81fef81

Observation 425476d1-4279-41c6-a3fd-3e57c19d0ef8 · outbound

This paper cites an unresolved cited work.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-10T01:06:40.446957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:4e3a7ef066ab89eb8f2cdfe8fa88c643e09e35547a70d1935b0f8d999922a124

Observation 452f8502-b175-4cfd-8709-3c0769a7e323 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T01:06:40.442753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:859839ca1af730f035380fb462db01ecc800b6a682968a690fea8148d8482537

Observation 7e6bac5c-ae06-476c-8034-ac680b39dbf4 · outbound

This paper cites an unresolved cited work.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Unresolved cited work

Reference 6

Resolution
parse uncertain
raw_fallback, observed 2026-07-10T01:06:40.438608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:4072dd182d2242f8715e29a50d9eb860e4a72326b2ad3477194b837b8f572bbe

Observation 5bde7eda-2d60-4730-954e-e05ce58a14a7 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T01:06:40.162824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:94eb43a17276cd06f854390db068fc4d180da05a99ab5c47195b6a77ab85bf5d

Observation 5482b448-278e-4209-b4ee-b97bc836cf4a · outbound

This paper cites an unresolved cited work.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-10T01:06:40.454973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:d69f81064db9601c8bf3837f143cdcc3cad68d8dd6d332e182ef72262d51a901

Observation 327906b2-fa42-44b2-93bd-5faf1fd5e65a · outbound

This paper cites The Cost of Reasoning: Chain-of-Thought Induces Overconfidence in Vision-Language Models.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models The Cost of Reasoning: Chain-of-Thought Induces Overconfidence in Vision-Language Models

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-07-14T02:20:26.173108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:6dc0a7c87eeb6089b707a23f43c97d2ee74127a095a8aef2890ccb3a5a66cb3b

Observation a28c49d6-5141-4ad3-87c4-2c90f034f3cc · outbound

This paper cites Knowing the Answer Isn't Enough: Fixing Reasoning Path Failures in.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Knowing the Answer Isn't Enough: Fixing Reasoning Path Failures in

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T01:06:40.436500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:55a545a47b666e9cd382ff0ac365c8811e6005a982dc961abca287da0f782da8

Observation 09183854-9adf-4bfa-8ea7-e280dc884620 · outbound

This paper cites arXiv preprint arXiv:2510.01581 , year=.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models arXiv preprint arXiv:2510.01581 , year=

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-10T01:06:40.155665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:f0262cbba4e62724211cd80512d6078dc2c854c79d739e51e0ed6902b80ec36a

Observation 0ac552f4-d454-462e-8531-9f115af46df3 · outbound

This paper cites More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-10T01:06:40.152278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:d3cbc624dd47e681405a17b71845e8ae6934ba80739080e95e932cec37355534

Observation 9c5295a2-c05a-4051-a5cf-9acd5bba1db4 · outbound

This paper cites an unresolved cited work.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-07-10T01:06:40.440628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:2e8dc3f52c7f274ca4a355aa35a9f268ef13e47ee4c3136955f23739c80f32c2

Observation ec5001c6-687c-4e0c-beb2-23d53400920b · outbound

This paper cites Language Models (Mostly) Know What They Know.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Language Models (Mostly) Know What They Know

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T01:06:40.170934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:2aa47d7dd136ad2b9a5271f1c58cf3d9ccb910fbdb6880b58e8bb04bea0173cd

Observation 3299cff6-69fd-4b99-b267-c417eb5343f8 · outbound

This paper cites A practical.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models A practical

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T01:06:40.451245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:91860850db855f99d4cc6838e811a620cd1adbc8a565db150aae7f5cb094fea6

Observation 0176d635-ef29-4e87-8e00-39b1e67eb327 · outbound

This paper cites Machine Learning , volume=.

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models Machine Learning , volume=

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T01:06:40.453087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-10T00:58:39.892237Z digest=sha256:4adad787c2eaa2ffa763832cf1c0fdedd17aeb81e001123774458fb7374fef52

Pith citing papers

No inbound Pith citation observations are available.