Pith Number

pith:I5HGNSJP

pith:2026:I5HGNSJPWKQDJBPXYQFR65K2PU

not attested not anchored not stored refs pending

Beyond Decision Boundaries: Relational Geometry Attacks on Contrastive Embedding Manifolds

Chengcui Zhang, Fei Zhao, Nitesh Saxena, Peiyuan Zhang, Xi Li

arxiv:2608.10237 v1 · 2026-08-10 · cs.AI · 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{I5HGNSJPWKQDJBPXYQFR65K2PU}

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	2026-08-12T00:23:09.286985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

474e66c92fb2a03485f7c40b1f755a7d1d809b245b96ade6930f8d44d983f702

Aliases

arxiv: 2608.10237 · arxiv_version: 2608.10237v1 · doi: 10.48550/arxiv.2608.10237 · pith_short_12: I5HGNSJPWKQD · pith_short_16: I5HGNSJPWKQDJBPX · pith_short_8: I5HGNSJP

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/I5HGNSJPWKQDJBPXYQFR65K2PU \
  | 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: 474e66c92fb2a03485f7c40b1f755a7d1d809b245b96ade6930f8d44d983f702

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a70dcbf98146116c624059f254230a52695a30057856b5c3d03d8eaab3fe763e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-10T21:16:03Z",
    "title_canon_sha256": "098a7cff62d7e69fe7931e5e631de886799275ca72eb2f10e04f5e4dec77055c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10237",
    "kind": "arxiv",
    "version": 1
  }
}