Pith Number

pith:XQKA6EFH

pith:2026:XQKA6EFHG7VMPBNHLSXOEYBPI6

not attested not anchored not stored refs pending

Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use

Leyuan Liu, Piao Tong, Renning Pang, Sheng Cao, Tian Lan, Xiaosong Zhang

arxiv:2605.15041 v1 · 2026-05-14 · cs.AI · 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{XQKA6EFHG7VMPBNHLSXOEYBPI6}

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	2026-05-17T23:38:54.483467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc140f10a737eac785a75caee2602f47b691cebb5b9880314b0acdf22250f301

Aliases

arxiv: 2605.15041 · arxiv_version: 2605.15041v1 · doi: 10.48550/arxiv.2605.15041 · pith_short_12: XQKA6EFHG7VM · pith_short_16: XQKA6EFHG7VMPBNH · pith_short_8: XQKA6EFH

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/XQKA6EFHG7VMPBNHLSXOEYBPI6 \
  | 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: bc140f10a737eac785a75caee2602f47b691cebb5b9880314b0acdf22250f301

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fc9c7da657f0cc2800f50e2cbdc7f29d266e79c2d63e2a0e6fa94f5653a5c7b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-14T16:36:04Z",
    "title_canon_sha256": "27fa89359a72c61d1f8608d12508335e524a82b22f9b023292efece06f225528"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15041",
    "kind": "arxiv",
    "version": 1
  }
}