Pith Number

pith:AZYETMJ5

pith:2026:AZYETMJ5DE4LJDCFVLUIUDYIPG

not attested not anchored not stored refs pending

Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation

Chujun Qin, Guanjun Jiang, Hang Gao, Jingyi Wang, Yang Yang, Yifeng Luo, Yuan Chen, Zhilin Huang, Ziqiang Dong

arxiv:2606.18844 v1 · 2026-06-17 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZYETMJ5DE4LJDCFVLUIUDYIPG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-19T16:11:49.178635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

067049b13d1938b48c45aae88a0f0879af72e3e972d3cb6b29a032a7bc25cd7c

Aliases

arxiv: 2606.18844 · arxiv_version: 2606.18844v1 · doi: 10.48550/arxiv.2606.18844 · pith_short_12: AZYETMJ5DE4L · pith_short_16: AZYETMJ5DE4LJDCF · pith_short_8: AZYETMJ5

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/AZYETMJ5DE4LJDCFVLUIUDYIPG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 067049b13d1938b48c45aae88a0f0879af72e3e972d3cb6b29a032a7bc25cd7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96727bf12aee54e7089036ee361c685185a16514169f1175bd1e8d5213867053",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-17T09:24:19Z",
    "title_canon_sha256": "587141b1dce7756f782ab58139ce2c7e66ad8dad10eb0cce8beb630f8a1ba16b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18844",
    "kind": "arxiv",
    "version": 1
  }
}