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Paper Citation Record · LEDGER

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs

As of 16 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2602.02909.

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

pith.paper-citation-record.v1
2602.02909 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:19:47.531807Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

21 of 21 outbound references displayed

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  • verified fuzzy0
  • unresolved20
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed4eca2c-2cb1-474e-9d39-3ea39cdc0236 · outbound

This paper cites These disjoint sets store indices to place leading zeros and ones so that we foolgfor all suffixes.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs These disjoint sets store indices to place leading zeros and ones so that we foolgfor all suffixes

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:19:46.073573Z digest=sha256:c1dec17a16ff584bf050727ac7b547bfcf11bec9766571d71f28c8dddd728516

Observation d54c4154-0569-4e40-9114-c84d8f98ddf2 · outbound

This paper cites Fan, S., Qin, B., Han, P., Shang, S., Wang, Y ., and Sun, A.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Fan, S., Qin, B., Han, P., Shang, S., Wang, Y ., and Sun, A

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:19:45.541841Z digest=sha256:8ff8549b699f1ccc20c6b7afe3d8c3e58a12afa925c34e465306bcf40698c3b6

Observation e2ba10a8-cd7d-465d-8216-c54d223e82ba · outbound

This paper cites For eachj∈Π 0, setπ(i) =jand incrementi.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs For eachj∈Π 0, setπ(i) =jand incrementi

Reference 3

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source=pdf_text observed=2026-08-03T05:19:46.298180Z digest=sha256:eebc1300ce9e2445c84a682d312679e843a67e27cdb99f2446b658b7bec6b540

Observation 711d5098-2ceb-4d4e-a86e-d7f1d1e5d27e · outbound

This paper cites findings-acl.1274/.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs findings-acl.1274/

Reference 4

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source=pdf_text observed=2026-08-03T05:19:45.773992Z digest=sha256:8a3453264dd99c07025074e3d43c60efe275f719fa983ee48d2b9e3109b72136

Observation 8f01902d-b6eb-493c-b96c-7c698ff51b9d · outbound

This paper cites Note that each time we run the while loops in 2(a)iiA and 2(a)iiB, we add at most b indices to Π0 and at most b indices to Π1.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Note that each time we run the while loops in 2(a)iiA and 2(a)iiB, we add at most b indices to Π0 and at most b indices to Π1

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T05:19:46.528158Z digest=sha256:9e23d57dd3ad5ed455efff64abc18e17f3fc10a01b1105395cb7eff773a1395b

Observation 31f9d62c-c50f-4c0e-b878-bf0043e6487c · outbound

This paper cites Initialize an empty CoTz ii.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Initialize an empty CoTz ii

Reference 7

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:19:46.183943Z digest=sha256:7e5a1c516d84e44c7207664d21dff46aa459140da31e19e9422f278e04ec1bf7

Observation 81302e6f-9466-4c13-a2e2-2e4c279a4ef0 · outbound

This paper cites For eachj∈Π 1, setπ(i) =jand incrementi.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs For eachj∈Π 1, setπ(i) =jand incrementi

Reference 9

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source=pdf_text observed=2026-08-03T05:19:46.411128Z digest=sha256:91248981cb90a12511d2c6ba6bf299f1e53eec227dc2d9f0c1d164b68a578048

Observation 1d660b1c-f905-4f03-8843-179156df787c · outbound

This paper cites Consider the set of suffixes S={i: 0≤i≤a} , so |S|=a+ 1.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Consider the set of suffixes S={i: 0≤i≤a} , so |S|=a+ 1

Reference 11

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source=pdf_text observed=2026-08-03T05:19:46.604975Z digest=sha256:4d3633a397dc6c37f034e26b5dcbf31e912b5251fe057390ece00ea9aa2e7b35

Observation b6156e6d-0852-4132-83da-bd6dd3d80c17 · outbound

This paper cites an unresolved cited work.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-03T05:19:46.662587Z digest=sha256:edb69a28c3fcaebef8e442e739c6da046b2dabadaa859d9200380b6f80317739

Observation 0ca17fe0-6496-4190-8fc3-a8fcef1a137d · outbound

This paper cites Initialize empty CoTz ii.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Initialize empty CoTz ii

Reference 13

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source=pdf_text observed=2026-08-03T05:19:46.717779Z digest=sha256:9a724f871e3e0aaccfe37084f11aedffa400b08e5b28550d323cf48785b59f3b

Observation e065d8af-5205-45d1-ab8b-57e9b1ba8f9e · outbound

This paper cites InitializeSto be the set of alls i andu ij nodes, which will store the current set of nodes that still need an outgoing edge.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs InitializeSto be the set of alls i andu ij nodes, which will store the current set of nodes that still need an outgoing edge

Reference 14

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source=pdf_text observed=2026-08-03T05:19:46.792421Z digest=sha256:ed2144ebbbb3ff4e88c24b7812dc43b558fec47d18ca636ea07138f26ec4b67b

Observation 931bb387-d12b-4798-933f-b05fcc05e98f · outbound

This paper cites Initialize empty CoTz ii.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Initialize empty CoTz ii

Reference 15

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source=pdf_text observed=2026-08-03T05:19:46.862020Z digest=sha256:ef83caca6a042d6e74ffbad5f470fb54ac8de23de2be7cb9016d4b75262f64bd

Observation f6e2055a-1d5a-4fb6-b144-e91e952cb920 · outbound

This paper cites an unresolved cited work.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-03T05:19:47.027669Z digest=sha256:c856ab0ad53c69fbde5745ee9e45b5ea2baac107437b7fa0345aaa87d28b2b6d

Observation a9e387b2-970a-4ce1-8234-e973dca8f107 · outbound

This paper cites an unresolved cited work.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-03T05:19:47.100171Z digest=sha256:375806daa1316d49079af12b176394f2d3b00ed667d33b14737abf07b9b9101e

Observation dd9f290e-d403-4ea9-a887-14c5ad76df15 · outbound

This paper cites an unresolved cited work.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-03T05:19:47.159716Z digest=sha256:ad66c0068e1c2327ca4bb14d484ced61c32411a5b8aae4a644e2dce25f237323

Observation 33b2ee32-ed8f-49e3-8a43-2d7b3b5ffe37 · outbound

This paper cites an unresolved cited work.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-03T05:19:47.313101Z digest=sha256:53339bfee862411e7e0ddc3fe39abcc5bc2c368d812a617475dc041dfb4d03ee

Observation d6a12a3b-d7c5-4082-bd91-802f5a772255 · outbound

This paper cites ify i = 0, then outputy m−⌈log2 n⌉ (replacing0 c with0).(No counter update.) ii.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs ify i = 0, then outputy m−⌈log2 n⌉ (replacing0 c with0).(No counter update.) ii

Reference 20

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source=pdf_text observed=2026-08-03T05:19:47.387347Z digest=sha256:73367c8ed19fdd803115f931d79dc8fb09e3a91c4577ea6a76b189fcba79a6f2

Observation f92cf6de-21f7-4ce2-92ed-4b1c3d9d06af · outbound

This paper cites still checking,.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs still checking,

Reference 21

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source=pdf_text observed=2026-08-03T05:19:47.531807Z digest=sha256:0bb7dccc3209a1b33bec7b6860ddd8b581838ec3cbae1e86920249ef48d1be86

Observation 31776a65-cbc2-4a41-bdf3-4db73b6d2c6d · outbound

This paper cites How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach

Reference 1965

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source=pdf_text observed=2026-08-03T05:19:45.889513Z digest=sha256:17a2da1ee5508f82d1b294c3c475492ba4b0b2dc32c0e1e4b3c0c76f9fc4181f

Observation 80737234-1149-4fb4-b261-e34feadf48a1 · outbound

This paper cites Han, T., Wang, Z., Fang, C., Zhao, S., Ma, S., and Chen, Z.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Han, T., Wang, Z., Fang, C., Zhao, S., Ma, S., and Chen, Z

Reference 2023

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:19:45.647178Z digest=sha256:1ae780739d561a8f1364635b83248b368ba8e308b8a5968fd20dc3cbfca6dcd6

Observation c5f5e4e1-e4b5-498a-9a40-002d34ff77bd · outbound

This paper cites Chen, X., Xu, J., Liang, T., He, Z., Pang, J., Yu, D., Song, L., Liu, Q., Zhou, M., Zhang, Z., Wang, R., Tu, Z., Mi, H., and Yu, D.

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs Chen, X., Xu, J., Liang, T., He, Z., Pang, J., Yu, D., Song, L., Liu, Q., Zhou, M., Zhang, Z., Wang, R., Tu, Z., Mi, H., and Yu, D

Reference 2025

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:19:45.443348Z digest=sha256:30866d14fbd9da576b96a6b5b16fe24e8c1e4bb23ef3064ae0077958f339459b

Pith citing papers

No inbound Pith citation observations are available.