Pith Number

pith:C67MZ3LP

pith:2025:C67MZ3LPYF5XWJBHRZVTXOAVXT

not attested not anchored not stored refs pending

MLC-Agent: Cognitive Model based on Memory-Learning Collaboration in LLM Empowered Agent Simulation Environment

Ming Zhang, Qun Ma, Yiling Xuan, Yuwei Guo

arxiv:2507.20215 v1 · 2025-07-27 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C67MZ3LPYF5XWJBHRZVTXOAVXT}

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	2026-07-05T11:44:15.364171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17becced6fc17b7b24278e6b3bb815bccc01b537a99b6ffc4e5b8d5582dabfc7

Aliases

arxiv: 2507.20215 · arxiv_version: 2507.20215v1 · doi: 10.48550/arxiv.2507.20215 · pith_short_12: C67MZ3LPYF5X · pith_short_16: C67MZ3LPYF5XWJBH · pith_short_8: C67MZ3LP

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/C67MZ3LPYF5XWJBHRZVTXOAVXT \
  | 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: 17becced6fc17b7b24278e6b3bb815bccc01b537a99b6ffc4e5b8d5582dabfc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a448a664ad9502a741c460eb87e99503a6c3e0ed8d6726179212a17cce82ccd7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-07-27T10:42:00Z",
    "title_canon_sha256": "414af05bfbd000240ae0766c3c66d346e548aa31081f2dbef8d9de9034b74fe2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20215",
    "kind": "arxiv",
    "version": 1
  }
}