Pith Number

pith:5HKDSMBZ

pith:2025:5HKDSMBZ3WKFVM43SHIPRNYLDP

not attested not anchored not stored refs pending

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Haoyu Sun, Huichen Will Wang, Jiawei Gu, Linjie Li, Yu Cheng

arxiv:2505.17399 v2 · 2025-05-23 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5HKDSMBZ3WKFVM43SHIPRNYLDP}

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

4 papers in Pith

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence

HTMLCure: Turning Browser Experience into State Guided Repair for Interactive HTML

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

Receipt and verification

First computed	2026-07-05T11:09:47.760913Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9d4393039dd945ab39b91d0f8b70b1bc7bd539c02b05f3b14c3d7fc1131c37a

Aliases

arxiv: 2505.17399 · arxiv_version: 2505.17399v2 · doi: 10.48550/arxiv.2505.17399 · pith_short_12: 5HKDSMBZ3WKF · pith_short_16: 5HKDSMBZ3WKFVM43 · pith_short_8: 5HKDSMBZ

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/5HKDSMBZ3WKFVM43SHIPRNYLDP \
  | 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: e9d4393039dd945ab39b91d0f8b70b1bc7bd539c02b05f3b14c3d7fc1131c37a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d8cc9c4a4a20c03900ae55aaa9a34e121df4e88687b3000155276738a9c2cdc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-23T02:16:11Z",
    "title_canon_sha256": "72a24f9b7a60702f79199d3d26e990f2b28d4671bc442b16b699a3933600942f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17399",
    "kind": "arxiv",
    "version": 2
  }
}