Pith Number

pith:3OF7NY6J

pith:2024:3OF7NY6J7IQL5SAYZGI7ZBHZSW

not attested not anchored not stored refs pending

Learning Evolving Tools for Large Language Models

Fangda Guo, Guoxin Chen, Wenzheng Feng, Xin Cong, Yankai Lin, Yasheng Wang, Yesai Wu, Zhong Zhang

arxiv:2410.06617 v5 · 2024-10-09 · cs.CL · 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{3OF7NY6J7IQL5SAYZGI7ZBHZSW}

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	2026-07-05T10:21:24.287036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db8bf6e3c9fa20bec818c991fc84f995be7a84f7ca1ee17863a82e63bc2d216a

Aliases

arxiv: 2410.06617 · arxiv_version: 2410.06617v5 · doi: 10.48550/arxiv.2410.06617 · pith_short_12: 3OF7NY6J7IQL · pith_short_16: 3OF7NY6J7IQL5SAY · pith_short_8: 3OF7NY6J

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/3OF7NY6J7IQL5SAYZGI7ZBHZSW \
  | 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: db8bf6e3c9fa20bec818c991fc84f995be7a84f7ca1ee17863a82e63bc2d216a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abc718a760739a8bd427f86aaf2d5b9252e871ffff0bca7fc818ed561b492451",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-09T07:14:45Z",
    "title_canon_sha256": "c85c1d15afe65efa3fd6d86be88d62801ad1230f837e76dda0f444fd49ce33b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06617",
    "kind": "arxiv",
    "version": 5
  }
}