Paper Citation Record · LEDGER

Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2209.07686.

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

pith.paper-citation-record.v1
2209.07686 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 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 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:00:53.934363Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

22
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 93a08300-9ea2-4f4b-9aef-29fd8270f480 · inbound

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? cites this paper.

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 220

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:51:46.871030Z

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 4b470fe3-0cde-4102-a999-e985dcd3b5e4 · inbound

PAL: Program-aided Language Models cites this paper.

PAL: Program-aided Language Models Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:02:50.298364Z

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 7d8be794-0145-4952-bc12-a00ca989de58 · inbound

ART: Automatic multi-step reasoning and tool-use for large language models cites this paper.

ART: Automatic multi-step reasoning and tool-use for large language models Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 141

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T19:03:06.210665Z

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 16e83ae4-0cfb-46fe-883c-d5f044c1ce9d · inbound

Language Models can Solve Computer Tasks cites this paper.

Language Models can Solve Computer Tasks Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T12:17:26.835663Z

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 fcb165cf-84cd-46db-ab64-6d9d8b811db1 · inbound

Measuring Faithfulness in Chain-of-Thought Reasoning cites this paper.

Measuring Faithfulness in Chain-of-Thought Reasoning Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:51:39.389361Z

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 92fee0b0-22a4-4e94-ba04-8ed899a2a30a · inbound

Large Language Models as Optimizers cites this paper.

Large Language Models as Optimizers Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T00:04:31.298133Z

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 84c749bf-a914-455f-95d6-6b74d9c4fef1 · inbound

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution cites this paper.

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 219

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:12:35.084601Z

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 803537dd-1fb5-4e33-a396-6491f0f4a436 · inbound

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

Training Large Language Models to Reason in a Continuous Latent Space Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:29:05.768452Z

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 d0f4a3e7-eec9-429e-9811-e6e2436cd3dd · inbound

SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought cites this paper.

SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:38:59.858611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d2ace95-2173-4797-b14c-657984c894ff · inbound

Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion cites this paper.

Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:20.463942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d06080-19e7-473c-9ae0-b0471b3a4a15 · inbound

Investigating the Effects of Cognitive Biases in Prompts on Large Language Model Outputs cites this paper.

Investigating the Effects of Cognitive Biases in Prompts on Large Language Model Outputs Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:28.714258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11c16e9-eccc-4686-bea4-1389f99d1544 · inbound

Rethinking the Chain-of-Thought: The Roles of In-Context Learning and Pre-trained Priors cites this paper.

Rethinking the Chain-of-Thought: The Roles of In-Context Learning and Pre-trained Priors Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T12:49:09.195352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60031428-b082-47da-a5e3-1e69bef40632 · inbound

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization cites this paper.

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T09:48:07.436683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d71ec62b-dd40-46bc-845a-60373c14931c · inbound

Rethinking Dense Sequential Chains: Reasoning Language Models Can Extract Answers from Sparse, Order-Shuffling Chain-of-Thoughts cites this paper.

Rethinking Dense Sequential Chains: Reasoning Language Models Can Extract Answers from Sparse, Order-Shuffling Chain-of-Thoughts Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:50:57.495909Z

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 fd064570-df28-45a4-80a4-19694c45a4e4 · inbound

NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning cites this paper.

NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:41:24.384783Z

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 120ee67f-5f89-453d-af81-5c714aa99776 · inbound

The Last Word Often Wins: A Format Confound in Chain-of-Thought Corruption Studies cites this paper.

The Last Word Often Wins: A Format Confound in Chain-of-Thought Corruption Studies Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:26.137828Z

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 05c9faef-7b9c-4aa7-a7bc-b29152bcfbc9 · inbound

The Last Word Often Wins: A Format Confound in Chain-of-Thought Corruption Studies cites this paper.

The Last Word Often Wins: A Format Confound in Chain-of-Thought Corruption Studies Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:27:41.348827Z

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 e44f0c80-c17c-4979-ae40-dd705f6ac184 · inbound

From Noise to Diversity: Random Embedding Injection in LLM Reasoning cites this paper.

From Noise to Diversity: Random Embedding Injection in LLM Reasoning Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T05:52:22.916500Z

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 ba638657-2707-4947-87a4-a2d56a9959cb · inbound

From Noise to Diversity: Random Embedding Injection in LLM Reasoning cites this paper.

From Noise to Diversity: Random Embedding Injection in LLM Reasoning Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T14:23:00.405066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a116090-b868-436f-9a16-b53e23bc6b73 · inbound

The Readout Shortcut: Positional Number Copying Dominates Arithmetic CoT Readout in Small Language Models cites this paper.

The Readout Shortcut: Positional Number Copying Dominates Arithmetic CoT Readout in Small Language Models Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:30:25.661726Z

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 b49f415f-c892-4768-bbad-c9e7831f0612 · inbound

What Does Chain-of-Thought Contribute at Probe Time? Evidence for Local Co-Occurrence Activation cites this paper.

What Does Chain-of-Thought Contribute at Probe Time? Evidence for Local Co-Occurrence Activation Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T17:33:45.504401Z

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 88002448-7932-4969-9fcc-9ac3523e7ebf · inbound

What Does Chain-of-Thought Contribute at Probe Time? Evidence for Local Co-Occurrence Activation cites this paper.

What Does Chain-of-Thought Contribute at Probe Time? Evidence for Local Co-Occurrence Activation Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T13:08:39.570978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be33253-69fd-48c1-8dbf-fdcd89d8b5ab · inbound

Chains That See, Answers That Don't: A Multi-Aspect Evaluation Recipe for Forced Chain-of-Thought on Video-MME cites this paper.

Chains That See, Answers That Don't: A Multi-Aspect Evaluation Recipe for Forced Chain-of-Thought on Video-MME Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T09:49:44.535133Z

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 6350ac3c-29eb-42c5-bccc-5538ef336a8c · inbound

UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp cites this paper.

UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-14T10:51:16.019022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b8ac2dd-b9de-4822-b5e4-2650f6be56eb · inbound

APQF: Agentic Profiling-Guided Structured Pruning and Mixed-Precision Quantization with Adaptive Fine-Tuning cites this paper.

APQF: Agentic Profiling-Guided Structured Pruning and Mixed-Precision Quantization with Adaptive Fine-Tuning Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T12:00:53.934363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.