Pith Number

pith:BEYIZR4E

pith:2024:BEYIZR4EWTBG3OF5DV5UPYE46Z

not attested not anchored not stored refs pending

EDGE: Enhanced Grounded GUI Understanding with Enriched Multi-Granularity Synthetic Data

Deqing Yang, Hangcheng Li, Jiaqing Liang, Sihang Jiang, Xuetian Chen

arxiv:2410.19461 v2 · 2024-10-25 · 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{BEYIZR4EWTBG3OF5DV5UPYE46Z}

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

Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration

Receipt and verification

First computed	2026-07-05T09:30:23.303580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09308cc784b4c26db8bd1d7b47e09cf646431dbf42e299d3ac0c14d5ecd1432f

Aliases

arxiv: 2410.19461 · arxiv_version: 2410.19461v2 · doi: 10.48550/arxiv.2410.19461 · pith_short_12: BEYIZR4EWTBG · pith_short_16: BEYIZR4EWTBG3OF5 · pith_short_8: BEYIZR4E

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/BEYIZR4EWTBG3OF5DV5UPYE46Z \
  | 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: 09308cc784b4c26db8bd1d7b47e09cf646431dbf42e299d3ac0c14d5ecd1432f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d38784c7f85a21b89bb26f6e3ece139e80114ba9107532f54adc7bd9e2e793ee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-25T10:46:17Z",
    "title_canon_sha256": "4ae25dda7b83659e79d84111f8093fbf4f6b340ba3558371109fd6ec3fdad886"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19461",
    "kind": "arxiv",
    "version": 2
  }
}