Pith Number

pith:26YO3WNT

pith:2025:26YO3WNTENJHJWGEWO7DRCDYTV

not attested not anchored not stored refs pending

GH-ESD: Grounded Hypothesis-Driven Error Slice Discovery for Instance-Level Vision Tasks

Chaoqun Wang, Pengfei Zhao, Peng Wu, Sam Kao, Sifeng He, Wei Zhang, Zixuan Guan

arxiv:2512.24592 v2 · 2025-12-31 · 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{26YO3WNTENJHJWGEWO7DRCDYTV}

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	2026-06-19T16:12:50.059374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7b0edd9b3235274d8c4b3be3888789d5ef42d3cd1c961d487c826d20beabc07

Aliases

arxiv: 2512.24592 · arxiv_version: 2512.24592v2 · doi: 10.48550/arxiv.2512.24592 · pith_short_12: 26YO3WNTENJH · pith_short_16: 26YO3WNTENJHJWGE · pith_short_8: 26YO3WNT

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/26YO3WNTENJHJWGEWO7DRCDYTV \
  | 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: d7b0edd9b3235274d8c4b3be3888789d5ef42d3cd1c961d487c826d20beabc07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9494b078d2d6b9d7c45d45ee32773652d4139cc13158abebb0a1f2d7e9776052",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-31T03:28:41Z",
    "title_canon_sha256": "b8a240d7daff0200a3f1aef8dcfac4a90f43f3dc49f3d20ae4030d2b43c058cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.24592",
    "kind": "arxiv",
    "version": 2
  }
}