Pith Number

pith:2FG7XWCN

pith:2026:2FG7XWCNRPS5TIKMFNI47PA6UZ

not attested not anchored not stored refs pending

More Accurate, Less Human: Gestalt Grouping in Vision Models

Sai Phani Kumar Malladi, Sudhanva Manjunath Athreya

arxiv:2608.10195 v1 · 2026-08-10 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FG7XWCNRPS5TIKMFNI47PA6UZ}

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	2026-08-12T00:23:01.477236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d14dfbd84d8be5d9a14c2b51cfbc1ea66eaa051b8ec02d43e04608e3916a2168

Aliases

arxiv: 2608.10195 · arxiv_version: 2608.10195v1 · doi: 10.48550/arxiv.2608.10195 · pith_short_12: 2FG7XWCNRPS5 · pith_short_16: 2FG7XWCNRPS5TIKM · pith_short_8: 2FG7XWCN

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/2FG7XWCNRPS5TIKMFNI47PA6UZ \
  | 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: d14dfbd84d8be5d9a14c2b51cfbc1ea66eaa051b8ec02d43e04608e3916a2168

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e55ce142d9e8c2990ac28225aca2689e25feb6bad02d2a255131c13cda3230ae",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-10T20:14:14Z",
    "title_canon_sha256": "a5d8e49446645802afa1b974a3c5873168b621665abce3af372e71ab2a10c88a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10195",
    "kind": "arxiv",
    "version": 1
  }
}