Pith Number

pith:TGOKV3KG

pith:2025:TGOKV3KGDDIJDK33777IKKJSCE

not attested not anchored not stored refs pending

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification

Jun Wang, Linjuan Wu, Qiuying Peng, Weiming Lu, Wenqi Zhang, Xuan Zhang, Yongliang Shen, Yuchen Yan, Zhe Zheng

arxiv:2503.01940 v2 · 2025-03-03 · 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{TGOKV3KGDDIJDK33777IKKJSCE}

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

Pause or Fabricate? Training Language Models for Grounded Reasoning

Receipt and verification

First computed	2026-07-05T11:19:51.864563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

999caaed4618d091ab7bfffe8529321113f5152fc24e376e79b32f7e394336d2

Aliases

arxiv: 2503.01940 · arxiv_version: 2503.01940v2 · doi: 10.48550/arxiv.2503.01940 · pith_short_12: TGOKV3KGDDIJ · pith_short_16: TGOKV3KGDDIJDK33 · pith_short_8: TGOKV3KG

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/TGOKV3KGDDIJDK33777IKKJSCE \
  | 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: 999caaed4618d091ab7bfffe8529321113f5152fc24e376e79b32f7e394336d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6e42ba9be0853ff9bc34d19c91ade3948f6f63a3c217c8bc09fe670357009b2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-03T12:55:49Z",
    "title_canon_sha256": "18121b7dd128853afb6c2580a172f9e2b468bf695eb20dd3a93f1c10dadf26ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01940",
    "kind": "arxiv",
    "version": 2
  }
}