Pith Number

pith:GKDRKGKI

pith:2024:GKDRKGKIZCZYGHB5IRCSTTVQ3Q

not attested not anchored not stored refs pending

MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Chenyu Wang, Lin Ma, Shenghua Gao, Sixun Dong, Weixin Luo, Xiaohua Xuan, Zhengxin Li

arxiv:2401.10727 v3 · 2024-01-19 · cs.CV

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

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\usepackage{pith}
\pithnumber{GKDRKGKIZCZYGHB5IRCSTTVQ3Q}

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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

2 papers in Pith

MedCTA: A Benchmark for Clinical Tool Agents

ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents

Receipt and verification

First computed	2026-07-05T10:47:24.790704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3287151948c8b3831c3d444529ceb0dc340140f2a28675e9be179924d29e9d14

Aliases

arxiv: 2401.10727 · arxiv_version: 2401.10727v3 · doi: 10.48550/arxiv.2401.10727 · pith_short_12: GKDRKGKIZCZY · pith_short_16: GKDRKGKIZCZYGHB5 · pith_short_8: GKDRKGKI

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/GKDRKGKIZCZYGHB5IRCSTTVQ3Q \
  | 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: 3287151948c8b3831c3d444529ceb0dc340140f2a28675e9be179924d29e9d14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19e9e6b5d3930b8eab368eb04dcab688ddfe1a834dbcca6b47172490a4b199a0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-19T14:44:37Z",
    "title_canon_sha256": "ddacf768f72278dea085cc983538b9e3ee188879e16d694443a48e20d40fc554"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10727",
    "kind": "arxiv",
    "version": 3
  }
}