Paper Citation Record · LEDGER

Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation

As of 12 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 3 inbound Pith citation observations for arXiv:2605.27115.

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

pith.paper-citation-record.v1
2605.27115 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T17:29:50.136131Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:31:28.340096Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

6 of 6 outbound references displayed

verified exact2
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b27c4f44-dbe2-4b0f-850a-81efc0b0fc83 · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T17:33:45.190978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2d7f5ccd-7337-4ca4-80fe-07238cf8d8df · outbound

This paper cites Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes.

Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-29T17:33:45.203772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ba982bb4-1447-48d4-83c9-3cb8eb4d2aea · outbound

This paper cites Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe.

Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T17:33:45.193346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 50ef33b8-fa69-4bcb-8aa3-9a504b434f0b · outbound

This paper cites LLM-oriented token-adaptive knowledge distillation, 2025.

Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation LLM-oriented token-adaptive knowledge distillation, 2025

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T17:33:45.200256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0787e20f-e4d5-47ae-8c24-8655d9758c2c · outbound

This paper cites Nemotron-cascade 2: Post-training LLMs with cascade RL and multi-domain on-policy distillation.

Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation Nemotron-cascade 2: Post-training LLMs with cascade RL and multi-domain on-policy distillation

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T17:33:45.195784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8397e0e3-76c7-4040-bf33-19cf77d590f7 · outbound

This paper cites We use the GBaker/MedQA-USMLE-4-options test split, which contains 1,273 examples in the local cache.

Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation We use the GBaker/MedQA-USMLE-4-options test split, which contains 1,273 examples in the local cache

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:33:45.197720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation cc1d4db0-4509-4e28-ba24-af488945fb73 · inbound

When Top-K Misses the Decision: Tool-Call Drift in Multi-Teacher On-Policy Distillation cites this paper.

When Top-K Misses the Decision: Tool-Call Drift in Multi-Teacher On-Policy Distillation Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:11:30.065010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd895a1-f81a-43d0-9e53-8c905e92ade4 · inbound

When Top-K Misses the Decision: Tool-Call Drift in Multi-Teacher On-Policy Distillation cites this paper.

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:28.340096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b7daaf2-3ecf-42ef-a436-68fdfaad4df4 · inbound

Weak-to-Strong On-Policy Distillation cites this paper.

Weak-to-Strong On-Policy Distillation Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T00:26:20.783962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.