Pith Number

pith:3UL255G6

pith:2025:3UL255G64V6IBI2X26OTGFP2KG

not attested not anchored not stored refs pending

Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning

Jiayu Liu, Qingfu Zhu, Wanxiang Che, Xianzhen Luo, Zhenya Huang, Zhiyuan Ma

arxiv:2506.04625 v1 · 2025-06-05 · cs.CL

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\usepackage{pith}
\pithnumber{3UL255G64V6IBI2X26OTGFP2KG}

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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

Agentic Reasoning for Large Language Models

Receipt and verification

First computed	2026-07-05T11:16:18.116144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd17aef4dee57c80a357d79d3315fa51a10e7f012169120f8f257f1d8e11f7aa

Aliases

arxiv: 2506.04625 · arxiv_version: 2506.04625v1 · doi: 10.48550/arxiv.2506.04625 · pith_short_12: 3UL255G64V6I · pith_short_16: 3UL255G64V6IBI2X · pith_short_8: 3UL255G6

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/3UL255G64V6IBI2X26OTGFP2KG \
  | 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: dd17aef4dee57c80a357d79d3315fa51a10e7f012169120f8f257f1d8e11f7aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "507f4583fe83a1ebcb2c55a73b7ca9936def971e05c8110ec4daf8866e986dc9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-05T04:35:49Z",
    "title_canon_sha256": "81a2a2dfed345afdb111d9f9bc9690a0afcf48d44caa7165df8a5a39d1532ef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04625",
    "kind": "arxiv",
    "version": 1
  }
}