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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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=sha256:5ff05547efc3801865bae094e0c0797d5f3c3a39e65ec192ad5ad1be6ce8f7a6

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:19:45.541841Z digest=sha256:e36589d363f18c7c3b484a90557b2be6c7762bc616a071a97deee3dc9627ad8b

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=sha256:591c3174a5d1c7e2c5fe89b16120dcf2453845b01efa7751ea02fe8aaaa4dcbe

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:eaa8d2b8e3b19cb9c35b43940428ccd275c68ab22ce63f2bea3f9f0af7d303a1

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:19:46.528158Z digest=sha256:ed71424d8d502b0c1fca8201518ca8c74f10194e21997ec5d74f65f3f3300455

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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source=pdf_text observed=2026-08-03T05:19:46.183943Z digest=sha256:ae393b4e58b105a19b1ca8d6d6d989758154301cdb4bf0d15f6bf9dfc997f5e1

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=sha256:9b63864a8e446f875ecda4cda37567fd1adff1b4dcdb8b3eda159c6ab6cecb87

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=sha256:9d5606e59c3e62ac78f4a5087cd56428f7c2d2eb7772d063b5f7612723802189

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:fd488fca2fc5efd26677849075197d721eb120b958ebe80fa1cb2f866c8aad83

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=sha256:517196778888f95be02183c1bf99113a6e4942b32bb244644c69f29b19278e2d

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=sha256:5f26b97360bd669814e8bdda61f616974fb552114c3f532c7a17e1932d7dcb5e

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:ef70afbfa881c2960f3e84a590c46e7ff14a70ae6028c682b4145ca142dfea94

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=sha256:2fc5ca3acc7aebf82f2eeed42564550e58ed8924964ca094cf6cdc5d7fb35eba

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=sha256:7a34e9b6029ced24deaa82e4742e6bd957b5d3936b671f7faf46843569b32244

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=sha256:5cbd70277c6d644a59343eec4e95d05281453bd6d0e514dfa3b941ca936eb5a5

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:ea5960eef855570f29008fc8fa78d631184c5b897d4c10b1de7418ef51634e6b

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=sha256:3b9d008299dc05caefb2c12a671e8862fc6fd5a2ec00b7df522b7cbd811a44ec

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=sha256:565eb845e13ae41d86bc6e51f158a2381db74a093b0c8e40b997688b31140026

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:d9d81592744cd805b645e49e90e6392da2dec9ee8a262297ab307eddee671a42

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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source=pdf_text observed=2026-08-03T05:19:45.647178Z digest=sha256:fb9a0735352e68179dc1025bc9879357c61cac8d60d444acb34d4d4893058a49

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:f2702a7c84fe64ea2e7647fa68df1f736fef01ad567d5eef755ca5a489e562ff

Pith citing papers

No inbound Pith citation observations are available.