Pith Number

pith:ILDDWXMX

pith:2025:ILDDWXMXFUGPI4ZIEWN4RGOHDJ

not attested not anchored not stored refs pending

KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation

Donglai Xu, Graziano Chesi, Jason Chun Lok Li, Jinpeng Chen, Mengyang Wu, Ngai Wong, Pengfei Xian, Pingping Zhang, Shengchao Qin, Thanh-Toan Nguyen, Wenao Ma, Yuzhi Zhao, Zhijian Hou, Ziyi Guan

arxiv:2509.00366 v1 · 2025-08-30 · cs.MA · cs.CL · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ILDDWXMXFUGPI4ZIEWN4RGOHDJ}

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	2026-07-05T12:02:14.782886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42c63b5d972d0cf47328259bc899c71a6e307fcee7570b9e1e8975b175b2e08d

Aliases

arxiv: 2509.00366 · arxiv_version: 2509.00366v1 · doi: 10.48550/arxiv.2509.00366 · pith_short_12: ILDDWXMXFUGP · pith_short_16: ILDDWXMXFUGPI4ZI · pith_short_8: ILDDWXMX

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/ILDDWXMXFUGPI4ZIEWN4RGOHDJ \
  | 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: 42c63b5d972d0cf47328259bc899c71a6e307fcee7570b9e1e8975b175b2e08d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52dc2acbaf9c0367aa801d7fab47018f4f7a7a3aa10e922cc7210ee30bf7d61b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-08-30T05:32:32Z",
    "title_canon_sha256": "9f967314fb565ac5b7418b2ad6d1be3e1baa9c646804f0801c5a39ed940521ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00366",
    "kind": "arxiv",
    "version": 1
  }
}