Pith Number

pith:QDKEK2Z4

pith:2025:QDKEK2Z4476YTG7HE2B5URZSRW

not attested not anchored not stored refs pending

iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols

Fan Dang, Haimo Lu, Jingao Xu, Kebin Liu, Shiqi Jiang, Weichen Zhang, Xikai Sun, Xin Miao, Yawen Zheng, Yunhao Liu, Zihao Yang

arxiv:2507.00378 v2 · 2025-07-01 · cs.SE · 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{QDKEK2Z4476YTG7HE2B5URZSRW}

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	2026-07-05T11:44:50.772728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80d4456b3ce7fd899be72683da47328da2e22e21823d0e51a75f3b6b0bbec06a

Aliases

arxiv: 2507.00378 · arxiv_version: 2507.00378v2 · doi: 10.48550/arxiv.2507.00378 · pith_short_12: QDKEK2Z4476Y · pith_short_16: QDKEK2Z4476YTG7H · pith_short_8: QDKEK2Z4

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/QDKEK2Z4476YTG7HE2B5URZSRW \
  | 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: 80d4456b3ce7fd899be72683da47328da2e22e21823d0e51a75f3b6b0bbec06a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c62b724e72b3bea032eba36f4215e13a7a6036769c25c8f9383343dfb357aed3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-01T02:27:44Z",
    "title_canon_sha256": "aed8dd96c229d8f6f3ab92bc021d18191fdc61a9a0b4e77060ee5100048ed476"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00378",
    "kind": "arxiv",
    "version": 2
  }
}