Pith Number

pith:3CQINEZ5

pith:2026:3CQINEZ5F2SNE6CGSBL5WPKVVW

not attested not anchored not stored refs pending

Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation

Huanxuan Liao, Jun Zhao, Kang Liu, Yupu Hao, Zhuoran Jin

arxiv:2606.10875 v1 · 2026-06-09 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CQINEZ5F2SNE6CGSBL5WPKVVW}

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	2026-06-10T01:10:45.154391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8a086933d2ea4d278469057db3d55adb9843f84f2fd484eb55906cf017c28ac

Aliases

arxiv: 2606.10875 · arxiv_version: 2606.10875v1 · doi: 10.48550/arxiv.2606.10875 · pith_short_12: 3CQINEZ5F2SN · pith_short_16: 3CQINEZ5F2SNE6CG · pith_short_8: 3CQINEZ5

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/3CQINEZ5F2SNE6CGSBL5WPKVVW \
  | 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: d8a086933d2ea4d278469057db3d55adb9843f84f2fd484eb55906cf017c28ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43c81090b13376f3b0e788e699a2a530fc6ccace119754c6c2c509f2d51659cf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-09T13:51:32Z",
    "title_canon_sha256": "ee11c007ebb2c12d2a3babadeead82682198487a3152d6b7a870ad3365ce2387"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10875",
    "kind": "arxiv",
    "version": 1
  }
}