Paper Citation Record · LEDGER

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models

As of 9 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2606.23404.

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

pith.paper-citation-record.v1
2606.23404 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T08:39:16.303810Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

53 of 53 outbound references displayed

verified exact2
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d2a2e27-7960-4438-977d-1cf2c2d6918d · outbound

This paper cites Scaling and evaluating sparse autoencoders.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models Scaling and evaluating sparse autoencoders

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:39:45.221408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aedc777b-5ed3-473c-88da-58c1b8ccaff1 · outbound

This paper cites Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:39:45.232160Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 59324891-5e12-45e8-9814-fe994fc03338 · outbound

This paper cites Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:39:45.232378Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13908d56-c971-4d07-a690-8514ba753f51 · outbound

This paper cites OpenAI o1 System Card.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models OpenAI o1 System Card

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:39:45.218612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa61de40-9291-4b94-ace4-92314d749080 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:39:45.215994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f99a7479-b36e-4f5a-b24b-c61b62af4fe9 · outbound

This paper cites LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:39:45.235157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1858619b-10e7-4ba7-80b8-072414fa7283 · outbound

This paper cites Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:39:45.235008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 918bb550-f635-441c-a9b7-c55c18fe2dcd · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation e0b727e8-c36c-4ed4-8e0b-a3234c8a3cb9 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 056e7df5-1d93-42a3-a2e5-49be7a3045d2 · outbound

This paper cites doi: 10.1038/s41586-025-09422-z.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models doi: 10.1038/s41586-025-09422-z

Reference 10

Resolution: verified exact; doi, observed 2026-06-26T08:49:15.288021Z

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Observation f7bc1016-d765-48fa-bb13-551ead5354c3 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 4229034f-4a41-4edb-b7c5-e1b50dfa2002 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 4e06430b-f600-46f1-9842-20b5ed8454b2 · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation f5839d29-4ca1-44a2-aa66-5ad7ac38e027 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 0fd2ad55-9b2c-4817-8730-30dbb031bf31 · outbound

This paper cites 2023 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2023 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 63a1a78e-e2da-4bfc-a118-a14b20b6e7e3 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 16

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Observation 16be733b-a123-4da7-9318-de4dfe9a1119 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 6dc56413-3f11-478d-96f5-0e1e4760a79c · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 8bf79170-914a-4e5c-89c4-9177a7729297 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation ff37d122-a988-4442-b7fe-390a7245ebc4 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 1eb99107-f594-4f38-8a54-b269ca914e25 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 653e836a-61e7-492d-a931-969b03f031d5 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 65733975-0cd8-42d2-b3cf-1eeb482834ee · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 2555ff4a-381c-4cec-ba1a-60304f277149 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 041054f7-bcba-4a3f-9349-440895c7e04c · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation d4bc3686-ebf8-4a62-bd24-13ba047dd15f · outbound

This paper cites 2024 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2024 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 126de6b4-1b97-4261-b268-6aacc9082aa4 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 3e3c50b4-e5ad-49f8-94df-6276f0fdf626 · outbound

This paper cites 2024 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2024 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 44aed6a8-05e8-47b3-b498-46e288134b82 · outbound

This paper cites 2024 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2024 , eprint=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation ff2fcb02-9c8a-46b3-86da-ab075e9f0c77 · outbound

This paper cites 2023 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2023 , eprint=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 8126dbcd-6873-4acb-bff4-02c4372d22e7 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation aaf34687-aeef-44cf-8668-15d81e8867d7 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 5c074178-5484-4071-b6c6-822cc7047665 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation e270de9b-3574-46e7-b190-8fc8cecfd8d9 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 79f70f00-fe33-4961-9224-c374a4e07dd6 · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation eeae641f-f775-4018-9796-a073750440bd · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation e05548fb-9993-4a45-972c-702d9cc77fd7 · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 61d854b6-9376-4440-bd82-10706e87ea7f · outbound

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ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models Qwen3.5: Accelerating Productivity with Native Multimodal Agents , url =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 3f394d45-fe01-4fc2-a339-4f0a1f881d39 · outbound

This paper cites an unresolved cited work.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 6491ca26-b447-4530-9cc6-d207e9533f94 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation c1590b1a-c4da-4d08-892a-54124f8f8360 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 12552abc-3388-497a-b9a6-986a5f685277 · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 7accb334-de8a-40e8-8d08-472f8cb3ac61 · outbound

This paper cites 2024 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2024 , eprint=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 11fd5ad4-5ccb-46c7-b7a5-dfcbcabd7394 · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 264eadc2-3fd2-440c-8567-513b6776ca9b · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 5cdcc447-9a51-47c2-a2d0-8a41cbd9b118 · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 32e90af8-a0ee-48c0-9f4c-b95e3d0daedc · outbound

This paper cites 2026 , url =.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , url =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 2c81c37c-4afa-4815-aace-a043b62cb0d1 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation d3a9fb15-8707-481f-b5b9-ce1901ef5d1d · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 97da7201-2f42-425e-8120-e98a5ceac60c · outbound

This paper cites 2026 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2026 , eprint=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 7da537dd-eead-4b71-8f75-f7a260ee593e · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation d12c9c66-ee59-4588-91ce-e845e8b52ea0 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Observation 8f15ab27-054a-474c-947d-3ba6c0325b37 · outbound

This paper cites 2025 , eprint=.

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models 2025 , eprint=

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-26T08:39:16.303810Z

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Pith citing papers

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