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Paper Citation Record · LEDGER

Understanding Aha Moments: from External Observations to Internal Mechanisms

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2504.02956.

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

pith.paper-citation-record.v1
2504.02956 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 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 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:46:41.603694Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T22:39:01.075185Z

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 0fe25b63-f1e6-4711-87ed-e8b79417ebdc · inbound

RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference cites this paper.

RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 113

Resolution
malformed identifier
arxiv_id, observed 2026-05-09T06:35:25.143762Z

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=2026-05-22T15:59:04.724780Z digest=sha256:3ddb6a61d2e89c81ed6fc3282e6013da484478621e4bfb88478a56eb4d50c8aa

Observation b9ec0550-b0f2-4b91-80a2-7ae41c75cbd8 · inbound

Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning cites this paper.

Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T13:46:41.603694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:46:41.603694Z digest=sha256:131430d3364e06c42404411dcb4ab0618287a1daf3517ed5c58cdac5f64b221c

Observation 60543e94-18b2-4f3c-9ec8-7ebaff2227f8 · inbound

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs cites this paper.

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 48

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T11:07:15.431283Z

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=2026-05-19T11:03:59.222849Z digest=sha256:aef70624d74e603a99a99edef0df7d397974a11082b4aa5d6abf36c9b70fa2ba

Observation 5da900e0-10ee-4f0f-8664-e0cfea4aed5f · inbound

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency cites this paper.

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:19.600819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:19:19.600819Z digest=sha256:4538bfb4947cefab934cef1a935301fdc74fc56972a112c61ca941d4299b3a52

Observation f23e2bb7-fff9-4103-b6b9-c759922b3018 · inbound

The Compositional Architecture of Regret in Large Language Models cites this paper.

The Compositional Architecture of Regret in Large Language Models Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:47.287945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:59:47.287945Z digest=sha256:d930fafe46152668a50e64fba1944b4158ea0018f75a72c67c3163a2542e60a2

Observation 05ed302e-0bbe-4534-99f0-626a5f61bc42 · inbound

Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model cites this paper.

Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:11.280439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:45:11.280439Z digest=sha256:75256ae33d3dbfd7d4b8180e6efc22ff4e946aab32cddf201ae5b4c484fc90b5

Observation 0f59c858-a769-4811-8d52-e4334d307704 · inbound

Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity cites this paper.

Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T22:25:54.950071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:25:54.950071Z digest=sha256:dde9fc4277545bee56cbbfc87bd5214cced578cb3e73d9be34578b32af294cb3

Observation f3b225d1-75b2-4d62-921a-e81873359e51 · inbound

Decoding the Critique Mechanism in Large Reasoning Models cites this paper.

Decoding the Critique Mechanism in Large Reasoning Models Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-25T06:50:28.463543Z

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=2026-05-25T06:48:20.712294Z digest=sha256:5afdffff381a5241012df34043c0129512c31f5afbf15a6532c49a2f63ea3a65

Observation 168ed722-18bf-43b0-9971-6cce5f736e7e · inbound

Demystifying Video Reasoning cites this paper.

Demystifying Video Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 69

Resolution
unresolved
no resolver link, observed 2026-07-13T23:27:11.006580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:27:11.006580Z digest=sha256:14d4fbff07f31ca18615354c9d54d564353a65b44e291b214296dba85ea58114

Observation 7cbc9ef9-354b-4349-8e04-04e7a71963fc · inbound

Demystifying Video Reasoning cites this paper.

Demystifying Video Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-03T02:34:00.332846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T02:34:00.332846Z digest=sha256:a10c8e05a0b1426c406769c533c177254e8bafc5b16ecbda9295b38393a9d60e

Observation 16f3ac2c-0c26-49a8-a10a-4c8690d96f5a · inbound

Self-ReSET: Learning to Self-Recover from Unsafe Reasoning Trajectories cites this paper.

Self-ReSET: Learning to Self-Recover from Unsafe Reasoning Trajectories Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-12T02:11:16.166144Z

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=2026-05-12T02:07:04.364417Z digest=sha256:2941d24ce8dba93008fb5954dd20afa9d10a58c2c164674b76b89e5e5400c432

Observation 6d585b38-e8de-4118-ab66-9cd60748e3d1 · inbound

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning cites this paper.

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-29T12:23:24.153628Z

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=2026-06-29T12:22:39.655615Z digest=sha256:6f5c0798ffd67e46cc5f8c3e076cef79faf50451ade407edc389dd06febcbad8

Observation 5fd82125-fda4-4795-9a03-d3109684b50b · inbound

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories cites this paper.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T16:35:50.342601Z

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=2026-06-30T00:36:14.316735Z digest=sha256:9ed0b28808b6a50d3abe5e6a26c324401fb3616bfd729f34d22f121e89cbda96

Observation eacbcff5-a4cb-4de9-8391-7827bb835313 · inbound

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories cites this paper.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T22:39:01.078467Z

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=2026-07-03T22:36:12.063779Z digest=sha256:605d93224e055463456dd0c7b31fa552d9fad2dda55a9a6ebccde5edee90d4ae