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Paper Citation Record · LEDGER

Interpretable Contrastive Monte Carlo Tree Search Reasoning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2410.01707.

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

pith.paper-citation-record.v1
2410.01707 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:49:29.089662Z

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

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External citation measurements

0
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 d549cd01-237f-4461-9f1e-456edb261514 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 204

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verified exact
arxiv_id, observed 2026-05-12T08:41:23.428722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T08:40:40.910461Z digest=sha256:5d740b3653ff051f5d9454fba4781d043e94dc2a979fe6e6b25726ebd4d38595

Observation 79d150af-c569-443e-8798-141bf89aa949 · inbound

Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning cites this paper.

Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 7

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verified exact
arxiv_id, observed 2026-05-22T18:46:56.935883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-22T18:46:11.571831Z digest=sha256:db98cdb45377d438ee4797ad46ab3a7ebb89910f76c3d43f26daf2669e34cf97

Observation 23dc1dcf-6339-49c8-80e6-ad0c14e8d7d6 · inbound

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning cites this paper.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 18

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no resolver link, observed 2026-08-07T14:49:29.089662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:49:29.089662Z digest=sha256:de0c059a1538bfc41431a9630b5af846a398cb4450d270e99efe6088d1df0224

Observation 596e6a26-af2b-470a-b65f-5879c4206d87 · inbound

Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions cites this paper.

Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 5

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no resolver link, observed 2026-08-07T14:07:46.209977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:07:46.209977Z digest=sha256:d9175e40862b14c41f7dad0496013024c1ce96f3c6801253059f150ba1d0bf7e

Observation 23c7015d-acb4-4e75-9d04-2bd052aeccba · inbound

Hume: Introducing System-2 Thinking in Visual-Language-Action Model cites this paper.

Hume: Introducing System-2 Thinking in Visual-Language-Action Model Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 55

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no resolver link, observed 2026-08-07T13:33:52.995028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:33:52.995028Z digest=sha256:db648ac3b8d1204f32a00c50e7e7b393da6dc4a6524c4a3efdc41fbf6b23e407

Observation defa0594-d3b8-4891-94e8-9aabfcea5a7d · inbound

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time cites this paper.

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 20

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no resolver link, observed 2026-08-07T12:35:40.169069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:40.169069Z digest=sha256:f82aac0babf36c80115ca51d000abdd9a8e5afb3c5992c299b9bcee5f7abd78a

Observation 406540e0-e10d-40a4-8330-0282cffc556b · inbound

Growing Through Experience: Scaling Episodic Grounding in Language Models cites this paper.

Growing Through Experience: Scaling Episodic Grounding in Language Models Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 18

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no resolver link, observed 2026-08-07T11:50:59.409421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:50:59.409421Z digest=sha256:b859d73727e8343cf10ce0f232fc94bbada28210d0a8ee451b21fc5de97baf75

Observation d1ea715a-75ce-4216-8a8c-11ea10b10423 · inbound

LLM-First Search: Self-Guided Exploration of the Solution Space cites this paper.

LLM-First Search: Self-Guided Exploration of the Solution Space Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 19

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no resolver link, observed 2026-08-07T10:28:43.024352Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:28:43.024352Z digest=sha256:306e55c898e1ce14c6723083248e36936813f9fd94f6ef30adb38ba0fac386fe

Observation 636a3449-caa7-46d2-a524-67c0be1237ef · inbound

Towards Explaining Monte-Carlo Tree Search by Using Its Enhancements cites this paper.

Towards Explaining Monte-Carlo Tree Search by Using Its Enhancements Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 17

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no resolver link, observed 2026-08-07T00:40:24.740620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:40:24.740620Z digest=sha256:527e2f09e304f2d29c987c168efca6043ca3422863cb0495f290a770b109a2fb

Observation 4ae882a5-8e08-47e1-b47e-874f811024c9 · inbound

SANGAM: SystemVerilog Assertion Generation via Monte Carlo Tree Self-Refine cites this paper.

SANGAM: SystemVerilog Assertion Generation via Monte Carlo Tree Self-Refine Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 17

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no resolver link, observed 2026-08-07T04:52:57.687795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:52:57.687795Z digest=sha256:2b132c9d0ae21d669f3bfc1d60cc6e4b5b2e7386b490f0fcc15275866783ba81

Observation 286efa0d-5526-4a3c-879d-0ff2fbc83719 · inbound

Large Reasoning Models are not thinking straight: on the unreliability of thinking trajectories cites this paper.

Large Reasoning Models are not thinking straight: on the unreliability of thinking trajectories Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 12

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no resolver link, observed 2026-08-06T21:13:12.856172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:13:12.856172Z digest=sha256:848a7a2f842066bb229742541152e8af4408361f47a9e3fd3639709176be5c96

Observation dc39b7ef-824a-4187-b191-ff9f61944fd7 · inbound

EduFlow: Advancing MLLMs' Problem-Solving Proficiency through Multi-Stage, Multi-Perspective Critique cites this paper.

EduFlow: Advancing MLLMs' Problem-Solving Proficiency through Multi-Stage, Multi-Perspective Critique Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 9

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no resolver link, observed 2026-08-06T18:04:53.279245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:04:53.279245Z digest=sha256:c1a41b015c4141cb2582e1cf81fbb501fdca5341942aebbf1142b0f345b3d92d

Observation 9f94c12d-c8fe-48d6-bdac-2c5f449b04d8 · inbound

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need cites this paper.

Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 27

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no resolver link, observed 2026-08-06T16:17:41.235276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:17:41.235276Z digest=sha256:5c6b17db21c4630f1874a1fa8cb1f413def0c9cfcf264afaa66bcbaf669cb816

Observation 4c072c34-8e34-47f2-89aa-d45521fd86a9 · inbound

Joint Enhancement of Relational Reasoning for Long-Context LLMs cites this paper.

Joint Enhancement of Relational Reasoning for Long-Context LLMs Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 15

Resolution
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no resolver link, observed 2026-08-05T15:11:28.610013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:11:28.610013Z digest=sha256:9f15a0eee4404e4a47ef6e992e9391f1a9eb3ec54118515bcc6ad9fe389c209e

Observation 7f011b7d-e72a-4d58-9801-99b13bf437fa · inbound

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model cites this paper.

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 10

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no resolver link, observed 2026-08-05T13:24:39.642992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:24:39.642992Z digest=sha256:99e4678d0c563467aaadcff5c2358baf5cf696d38e9a261d8b7bae9bfc4b4159

Observation 027e4f2d-19ef-4219-8f8b-fd208a275d9a · inbound

Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models cites this paper.

Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 9

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arxiv_id, observed 2026-05-18T09:56:13.072916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T09:53:57.765473Z digest=sha256:9aa96655d40f5be792ee8049251399982fa51cd0ae819eb8bdb007f568be80cd

Observation db98a0bc-d578-4c47-a5f5-569be680b8c5 · inbound

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models cites this paper.

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 13

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no resolver link, observed 2026-08-02T23:50:33.793445Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T23:50:33.793445Z digest=sha256:f1a71e08e51ec77366d942c37052efc323d84238c0dae1a300154f7deb0bedad

Observation 3af5fa13-d55f-412f-82e3-be8ba07ef5d0 · inbound

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering cites this paper.

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 41

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verified exact
arxiv_id, observed 2026-05-15T22:10:21.475029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T22:09:30.370382Z digest=sha256:8ef643808f50ed663cadf6ea1c61537de72c766bda0c7922cf6afcb7ce16a2bb

Observation c5d6bd94-fefc-4020-9f5b-61373ede5ab0 · inbound

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering cites this paper.

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 41

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no resolver link, observed 2026-08-02T22:57:01.350747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:57:01.350747Z digest=sha256:2cd0d70b17ac7a706fb5c69ba2907238856e8df9ed42334dab404ba59ae56cb6

Observation 2c579441-fa43-4c35-81b5-ea71ae435065 · inbound

Procedural Knowledge at Scale Improves Reasoning cites this paper.

Procedural Knowledge at Scale Improves Reasoning Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 6

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verified exact
arxiv_id, observed 2026-05-13T22:08:20.429737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-13T22:04:54.727468Z digest=sha256:e55385a38e812678155e7382babf427c973bc88701ec09a946e92fe49ea0f32f

Observation 11377f21-9fd9-4d3f-950b-8a3d80ee2714 · inbound

Procedural Knowledge at Scale Improves Reasoning cites this paper.

Procedural Knowledge at Scale Improves Reasoning Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 6

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unresolved
no resolver link, observed 2026-08-02T17:00:32.495204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T17:00:32.495204Z digest=sha256:a0210eb971735677b80c62b497a169c2440ecbdb491966dbf2ac271c585c7a3f

Observation aca355ec-835f-4c80-9824-f1233ff7b61c · inbound

M2-PALE: A Framework for Explaining Multi-Agent MCTS--Minimax Hybrids via Process Mining and LLMs cites this paper.

M2-PALE: A Framework for Explaining Multi-Agent MCTS--Minimax Hybrids via Process Mining and LLMs Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 14

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arxiv_id, observed 2026-05-10T11:50:20.789036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T11:42:03.298417Z digest=sha256:c1a1fad3d4cd997385ccb83f6c747556faf9db517601a27d554719cf793dc50e

Observation 2662771d-cb8e-4e5e-97d8-cc717849e9e9 · inbound

Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning cites this paper.

Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 58

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arxiv_id, observed 2026-05-10T05:41:01.910795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-10T05:40:25.414166Z digest=sha256:2dbee55bb91dd86df8013a2cabcb25931401d859980d2c1402995a6d0fcadd78

Observation 26b9932c-ee79-4243-959b-3d8fddba06e0 · inbound

When to Vote, When to Rewrite: Disagreement-Guided Strategy Routing for Test-Time Scaling cites this paper.

When to Vote, When to Rewrite: Disagreement-Guided Strategy Routing for Test-Time Scaling Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 12

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arxiv_id, observed 2026-05-12T09:26:25.775815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-07T11:00:21.413246Z digest=sha256:e165f3f6babe11bbf7b84c01bfc1255626cb46288f2c4d19ce5cbee0699e690d

Observation 5634f141-e48e-4f19-8749-cb413b77850c · inbound

When to Vote, When to Rewrite: Disagreement-Guided Strategy Routing for Test-Time Scaling cites this paper.

When to Vote, When to Rewrite: Disagreement-Guided Strategy Routing for Test-Time Scaling Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 12

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no resolver link, observed 2026-08-04T05:23:27.708803Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:23:27.708803Z digest=sha256:20c193266356e5d45ea22274d70baefdeb4c9ff07a844f7ab18554509ba94e93

Observation 793759f2-32b6-4b50-8b8e-696347d933c0 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 19

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verified exact
arxiv_id, observed 2026-05-12T06:51:30.209906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T03:51:52.375703Z digest=sha256:1f422204fcd60f785856f0398642cb0b5cb3608d562b947429ff32195a78ceb7

Observation db5291b5-61a5-4bd0-9d42-54d719f48cd6 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 19

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verified exact
arxiv_id, observed 2026-05-15T05:15:03.270722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T05:11:32.053440Z digest=sha256:10e5f54fff7337f2f44a221b9fde5c35e7e359a5319dd7e4f5982a24fa310748

Observation 3ed11e63-5d99-4122-8648-f30d98fbb716 · inbound

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI cites this paper.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 127

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no resolver link, observed 2026-08-02T11:29:30.351871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:29:30.351871Z digest=sha256:74ea3abdd32963afe2c343626d102f658a7149914000a022bc43682f2689f218

Observation 1e3d6f46-5f27-457c-a6a1-a775267bad67 · inbound

Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies cites this paper.

Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 10

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malformed identifier
arxiv_id, observed 2026-07-01T14:55:48.194252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T18:38:48.512777Z digest=sha256:9374bbc7dc6a9d7f0d05e243c20f9a97b96c0b7acbd074d3cef162364d89f617