Pith Number

pith:4PAF3LSZ

pith:2024:4PAF3LSZYI7L6SRHI46NONRPVP

not attested not anchored not stored refs pending

Attention-driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models without Fine-Tuning

Hai-Ming Xu, Lei Wang, Lingqiao Liu, Qi Chen

arxiv:2412.10840 v1 · 2024-12-14 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4PAF3LSZYI7L6SRHI46NONRPVP}

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.

Cited by

1 paper in Pith

Large Language Model-Brained GUI Agents: A Survey

Receipt and verification

First computed	2026-07-05T09:49:23.382273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3c05dae59c23ebf4a27473cd7362fabc21720dd748a794357c2cfe21aed827f

Aliases

arxiv: 2412.10840 · arxiv_version: 2412.10840v1 · doi: 10.48550/arxiv.2412.10840 · pith_short_12: 4PAF3LSZYI7L · pith_short_16: 4PAF3LSZYI7L6SRH · pith_short_8: 4PAF3LSZ

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/4PAF3LSZYI7L6SRHI46NONRPVP \
  | 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: e3c05dae59c23ebf4a27473cd7362fabc21720dd748a794357c2cfe21aed827f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "958d4209c4da4a67cb8276eddf6e9887a7dcf1e3108521ad09d2c26974cd40ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-14T14:30:05Z",
    "title_canon_sha256": "1599c47ef44a8cfd862447d9107608a745bdfdfd194775519990eb6b607f3bd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10840",
    "kind": "arxiv",
    "version": 1
  }
}