Pith Number

pith:AECZLY3K

pith:2026:AECZLY3KFT7A2X7CEPYGSBDQ2W

not attested not anchored not stored refs pending

Training-Trajectory-Aware Token Selection

Guoshan Lu, Hao Chen, Jiaqi Hu, Junbo Zhao, Junlin Zhou, Wentao Ye, Yihong Zhuang, Zenan Huang, Zeyu Qin, Zhanming Shen

arxiv:2601.10348 v2 · 2026-01-15 · cs.CL · cs.AI · 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{AECZLY3KFT7A2X7CEPYGSBDQ2W}

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.

Cited by

1 paper in Pith

FedSDR: Federated Self-Distillation with Rectification

Receipt and verification

First computed	2026-05-22T01:03:54.054964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

010595e36a2cfe0d5fe223f0690470d58e472e7ad083159df8359b0071cdbfed

Aliases

arxiv: 2601.10348 · arxiv_version: 2601.10348v2 · doi: 10.48550/arxiv.2601.10348 · pith_short_12: AECZLY3KFT7A · pith_short_16: AECZLY3KFT7A2X7C · pith_short_8: AECZLY3K

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/AECZLY3KFT7A2X7CEPYGSBDQ2W \
  | 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: 010595e36a2cfe0d5fe223f0690470d58e472e7ad083159df8359b0071cdbfed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15bddb793e3ec2ef2c0b815a240b75b0d430126f42310f642eb90e92c4612a21",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-15T12:45:05Z",
    "title_canon_sha256": "29a377dd65d5bff5323a0aa32cc1dee65f88faa56765907cfd990acf1f47ed4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.10348",
    "kind": "arxiv",
    "version": 2
  }
}