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Paper Citation Record · LEDGER

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens

As of 23 July 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2604.26355.

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

pith.paper-citation-record.v1
2604.26355 v3

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T13:33:21.840958Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-23T06:31:01.910684+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

25 of 25 outbound references displayed

  • verified exact14
  • verified fuzzy3
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e085d909-e121-45f7-a88f-4f66aa75b3e7 · outbound

This paper cites CtrlCoT: Dual-granularity chain-of-thought compression for controllable reasoning.arXiv preprint arXiv:2601.20467.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens CtrlCoT: Dual-granularity chain-of-thought compression for controllable reasoning.arXiv preprint arXiv:2601.20467

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:51:25.762499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:6115c4e334d18949f95d7ba825647203ceeff19b2e39fed037ed2d519bd65199

Observation d33cddde-e23f-464f-93c8-b050da8912ed · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Evaluating Large Language Models Trained on Code

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:51:25.770097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:5c1eaef8a18de897070dd2f832598dcc77c4ff96ba3c004e58da7b4fcca3dec8

Observation cc2fcab8-262d-4297-a864-b8b77ff879ff · outbound

This paper cites Learning to maximize mutual information for chain-of-thought distillation.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Learning to maximize mutual information for chain-of-thought distillation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T05:38:38.553688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:08451f37ad5fddef6e905099e0a0b8b6512d62068072dced0fbe12dbb9fb4403

Observation 1a3f3cf6-d048-4f05-97e9-924187580e6f · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:51:25.777811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:88595b7b25f329411d336349d538178683fe03855f8aadc12bf8b09525285920

Observation 4215df57-df8e-47c6-86d4-740e33947137 · outbound

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

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:51:25.747887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:6a5c236bab62dee1928db150d40f38a21d111a490de7996aa00e5a48d4dde027

Observation 9827bb3b-6313-48a3-b6ff-56b9505fcd27 · outbound

This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:44:32.634190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:54ddd5535a7f2d40f5d5b133fff0d2a76b31d978f3c414a636bc2563975687b8

Observation f13005a7-3bef-48cc-ad09-e71f8e2243e7 · outbound

This paper cites The Llama 3 Herd of Models.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens The Llama 3 Herd of Models

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:51:25.753468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:5d9d0f17a75246bf55382fc3f663e346d714f6d390bd27d429c1e2a7a08894d4

Observation 1c1d6410-c448-4d75-b998-e7cb1aa086e8 · outbound

This paper cites OpenThoughts: Data Recipes for Reasoning Models.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens OpenThoughts: Data Recipes for Reasoning Models

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T08:51:25.756344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:f8b77dd04ccc8a7d032f54ab961c26bdfb2897d864c3452cf3ae1f1346808fd0

Observation bc19302a-b0aa-4d96-9bc0-0a47e7de1ca2 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Training Large Language Models to Reason in a Continuous Latent Space

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T08:51:25.759117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:07c394890d3935f421f586c65f5ae96a4b311f0ac988a8bdf15f408cb71c81bb

Observation 8f051acc-4b4b-475f-b939-021194b0c8ec · outbound

This paper cites Towards Efficient Large Language Reasoning Models via Extreme-Ratio Chain-of-Thought Compression.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Towards Efficient Large Language Reasoning Models via Extreme-Ratio Chain-of-Thought Compression

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:00:33.920223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:a9a8fa4ad49a2fa5400944788f73af459988f26e1b8484725b6a5cd38f3152ac

Observation ebbe3557-de37-4894-b2d6-2227a06b8b55 · outbound

This paper cites From Tokens to Words: On the Inner Lexicon of LLMs.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens From Tokens to Words: On the Inner Lexicon of LLMs

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:51:25.766204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:c9f8327dc444ae336589170bf72b596de66ade6dea250e977a157e0819d39591

Observation 7c487d96-0e6d-424d-af09-9c94b48633a7 · outbound

This paper cites Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T08:51:25.782408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:b31c20fb11cb316670dc4d7242063f30fd8cf8076eb490c26119f6bad34dee59

Observation 8e550f23-6214-4b6a-81d3-70c943e93acd · outbound

This paper cites Plan and budget: Effective and efficient test-time scaling on large language model reasoning.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Plan and budget: Effective and efficient test-time scaling on large language model reasoning

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T08:51:25.786231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:e2119cca117469419ea6f5e40572a7bdd9a1f3ab7dbf612183d7ed5af2821686

Observation 9d8e3b71-b0e7-4e03-8f75-4596fd892e5f · outbound

This paper cites Qwen2.5 Technical Report.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Qwen2.5 Technical Report

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:51:25.789435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:38ce4bb06ab846d54b755176865a76c2f0ecde89f72d7e2fdbe946f2bfc5cbcd

Observation 314e4244-42f4-4d29-a45d-305908cead62 · outbound

This paper cites Schmidt, Varshini Reddy, Chris Tanner, and Yuval Pinter.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Schmidt, Varshini Reddy, Chris Tanner, and Yuval Pinter

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T08:51:25.723662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:5377a53eeae0f555971bf54dd97daf6c3dca994bbea8e0d4d38b457fd0ab53fa

Observation 54ad7147-3d63-4b3f-bae4-14c9a5feaa07 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:51:25.745146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:4c9366f59d05c599958c21f3737510b1d6b4ab346c26c0e9ec958d8124c7ab4e

Observation 7dcf8f8e-4544-4113-adfe-80bd84298cc7 · outbound

This paper cites Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:51:25.736287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:275547c96e56455ea106853e0202ca4624b04e0f22f1653f5a480c7955658a5f

Observation 5af2e750-eec3-42c6-a8ee-cc63eadc23df · outbound

This paper cites 11 Preprint.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens 11 Preprint

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:51:25.742300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:45b6c6e68a609a8c5c3895adacd0d624720d2b4e0d93140f675b156a7c450e5e

Observation f1178834-7645-464c-97f1-afe79ea032ec · outbound

This paper cites Tokenskip: Controllable chain-of-thought compression in llms.arXiv preprint arXiv:2502.12067.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Tokenskip: Controllable chain-of-thought compression in llms.arXiv preprint arXiv:2502.12067

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T08:51:25.739290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:eb0632e291da06c8aa6ccf3e8b89a885c981c6d6777ee90f91ad0dd372b56a6e

Observation 05c311c3-b6a6-4de5-8114-475f96ea1820 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T08:51:25.726878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:b66bcc3f99e9a7acef97df21e814284552d225495d1a6249b0408f4f7e8f20b5

Observation f98522b2-7adb-4408-9876-a7b375038a27 · outbound

This paper cites R1-compress: Long chain-of-thought compression via chunk compression and search.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens R1-compress: Long chain-of-thought compression via chunk compression and search

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:51:25.730213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:0308541f95a59360de941c12dcfac21686f3ed5dc5db03787b0267dc8b43ed5d

Observation 450e5cab-f0e1-4edc-ae4d-7a3728f84764 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Instruction-Following Evaluation for Large Language Models

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:51:25.733372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:5c01420cbeb286f787c1693c6c4cae2211cdf963ac5f36af35cf048577343df5

Observation 4d8370f2-b37e-4364-b849-73897ef907f3 · outbound

This paper cites Two ·books ·are ·now ·taken ·off ·each ·shelf.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Two ·books ·are ·now ·taken ·off ·each ·shelf

Reference 23

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verified fuzzy
raw_fallback, observed 2026-05-27T05:38:38.546066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:92067747df9789bbef23bef6cebccad4af6a3fac5df6aee4b2c8c262d76cd2d7

Observation 116af671-e516-44e3-bd2a-25a483335d8e · outbound

This paper cites an unresolved cited work.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Unresolved cited work

Reference 24

Resolution
malformed identifier
raw_fallback, observed 2026-05-27T05:38:38.549746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:e586fb66f347e6258d4b5e4cffb0903af3eef10b3b5abe4d417a31de96fb0521

Observation a331938f-7886-43b5-a664-aa7a184874a9 · outbound

This paper cites write exactly 3 paragraphs.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens write exactly 3 paragraphs

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T05:38:38.542112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-07T13:33:21.840958Z digest=sha256:b83b1ee2c98b32137a14542299fd39e7d3f106116b6b878e2df587cdf19e969f

Pith citing papers

No inbound Pith citation observations are available.