Paper Citation Record · LEDGER

KAT-Coder-V2.5 Technical Report

As of 6 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2607.05471.

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

pith.paper-citation-record.v1
2607.05471 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T13:35:18.900351Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T05:09:57.178180Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2de1aea0-22da-4882-b25f-68020ad854f5 · outbound

This paper cites Kat-coder-v2 technical report.

KAT-Coder-V2.5 Technical Report Kat-coder-v2 technical report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8cb66ec-f2ae-44bb-aeb5-05ae6e61661d · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations, 2024.

KAT-Coder-V2.5 Technical Report SWE-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations, 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bada882-64d6-4da3-908c-2032d2ad640b · outbound

This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.

KAT-Coder-V2.5 Technical Report SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1af64b4-4850-4ae9-86dd-83c1c1a12ebc · outbound

This paper cites SWE-smith: Scaling Data for Software Engineering Agents.

KAT-Coder-V2.5 Technical Report SWE-smith: Scaling Data for Software Engineering Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd47921-b7fd-4733-82cd-424c1e3b64e8 · outbound

This paper cites SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale.

KAT-Coder-V2.5 Technical Report SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f364709-7ec5-44c3-97e7-8390d026af1d · outbound

This paper cites DocArena: Turning Raw Documents into Controllable Training Environments for Document Search Agents.

KAT-Coder-V2.5 Technical Report DocArena: Turning Raw Documents into Controllable Training Environments for Document Search Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbf7f5c-0197-45c7-9d69-4975e98c6754 · outbound

This paper cites OpenClaw-RL: Train Any Agent Simply by Talking.

KAT-Coder-V2.5 Technical Report OpenClaw-RL: Train Any Agent Simply by Talking

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3bbad6-2e72-4087-8331-ba8e754594ac · outbound

This paper cites Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agents.

KAT-Coder-V2.5 Technical Report Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a12ca37-2869-409f-9ff3-a32a988d8396 · outbound

This paper cites ClawEnvKit: Automatic Environment Generation for Claw-Like Agents.

KAT-Coder-V2.5 Technical Report ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0039f66-c0d8-4bcd-915a-ca4badeef485 · outbound

This paper cites ClawGym: A Scalable Framework for Building Effective Claw Agents.

KAT-Coder-V2.5 Technical Report ClawGym: A Scalable Framework for Building Effective Claw Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d0068ef-f89e-4ad6-8a15-660862630d26 · outbound

This paper cites Large-scale terminal agentic trajectory generation from dockerized environments.

KAT-Coder-V2.5 Technical Report Large-scale terminal agentic trajectory generation from dockerized environments

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77bb4086-865e-4e61-8f3e-11aa3d6f37a5 · outbound

This paper cites Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents.

KAT-Coder-V2.5 Technical Report Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e6a82f-03d6-46db-9ff6-c24811eab8fa · outbound

This paper cites Pinchbench: Openclaw benchmark.https://pinchbench.com/, 2026.

KAT-Coder-V2.5 Technical Report Pinchbench: Openclaw benchmark.https://pinchbench.com/, 2026

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed87cb3-e9e4-49c8-86e1-df7b6b0ecdeb · outbound

This paper cites Kat-coder technical report.

KAT-Coder-V2.5 Technical Report Kat-coder technical report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2bdd4a0-cae4-4538-9a3e-1433057e8f8d · outbound

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

KAT-Coder-V2.5 Technical Report DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86130c3c-51b4-4bcb-bccf-4b9044cc2c2a · outbound

This paper cites Group-in-group policy optimization for llm agent training.

KAT-Coder-V2.5 Technical Report Group-in-group policy optimization for llm agent training

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3c785c-5a1a-439f-95cf-677c67e596e6 · outbound

This paper cites Proximal Policy Optimization Algorithms.

KAT-Coder-V2.5 Technical Report Proximal Policy Optimization Algorithms

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 727d35fc-549b-4ad9-8a33-2d69a64e6ba0 · outbound

This paper cites Asymmetric proximal policy optimization: mini-critics boost llm reasoning.

KAT-Coder-V2.5 Technical Report Asymmetric proximal policy optimization: mini-critics boost llm reasoning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8363371e-6609-4fb7-b660-8ea61c430d14 · outbound

This paper cites Asymmetric Actor Critic for Image-Based Robot Learning.

KAT-Coder-V2.5 Technical Report Asymmetric Actor Critic for Image-Based Robot Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01084744-cd20-4ca7-93f3-2f38de33d18c · outbound

This paper cites Editing models with task arithmetic.

KAT-Coder-V2.5 Technical Report Editing models with task arithmetic

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d5294b-590e-4048-bae5-d507c8c312d0 · outbound

This paper cites On-policy distillation of language models: Learning from self-generated mistakes.

KAT-Coder-V2.5 Technical Report On-policy distillation of language models: Learning from self-generated mistakes

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3aa8c67-3cb7-4fa1-b381-21b830ede16b · outbound

This paper cites Prune-OPD: Efficient and Reliable On-Policy Distillation for Long-Horizon Reasoning.

KAT-Coder-V2.5 Technical Report Prune-OPD: Efficient and Reliable On-Policy Distillation for Long-Horizon Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T13:35:18.900351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8105933d-2a93-4051-9f85-ec9be90217da · inbound

Cross-Tokenizer On-Policy Distillation via Byte-Prefix Marginalization cites this paper.

Cross-Tokenizer On-Policy Distillation via Byte-Prefix Marginalization KAT-Coder-V2.5 Technical Report

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T05:09:57.178180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.