Pith Number

pith:6KHFQ2IJ

pith:2025:6KHFQ2IJJXF6VJXMPIVWYIVAPQ

not attested not anchored not stored refs pending

Estimating the Effects of Sample Training Orders for Large Language Models without Retraining

Haoxuan Li, Hao Yang, Mengyue Yang, Mingming Gong, Xu Chen

arxiv:2505.22042 v1 · 2025-05-28 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6KHFQ2IJJXF6VJXMPIVWYIVAPQ}

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	2026-07-05T11:11:08.676824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f28e5869094dcbeaa6ec7a2b6c22a07c336af50a8fae1652420111b0bb72716b

Aliases

arxiv: 2505.22042 · arxiv_version: 2505.22042v1 · doi: 10.48550/arxiv.2505.22042 · pith_short_12: 6KHFQ2IJJXF6 · pith_short_16: 6KHFQ2IJJXF6VJXM · pith_short_8: 6KHFQ2IJ

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/6KHFQ2IJJXF6VJXMPIVWYIVAPQ \
  | 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: f28e5869094dcbeaa6ec7a2b6c22a07c336af50a8fae1652420111b0bb72716b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71efb83a8b61576818c3728469ba2e591d9867f067253992e2001c59bd87b42b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T07:07:02Z",
    "title_canon_sha256": "f2d0236383a7aa43a248004eb614b21eb71d006bc068e901f9aaeb2c3de7715f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22042",
    "kind": "arxiv",
    "version": 1
  }
}