Pith Number

pith:AHDF4BYX

pith:2025:AHDF4BYXC6CKXPY5HKOHM3GSD7

not attested not anchored not stored refs pending

Soft Self-labeling and Potts Relaxations for Weakly-Supervised Segmentation

Yuri Boykov, Zhongwen Zhang

arxiv:2507.01721 v1 · 2025-07-02 · 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{AHDF4BYXC6CKXPY5HKOHM3GSD7}

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	2026-07-05T11:30:54.048819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01c65e07171784abbf1d3a9c766cd21fcfacf018a75982ee30981f58e0a0d1cc

Aliases

arxiv: 2507.01721 · arxiv_version: 2507.01721v1 · doi: 10.48550/arxiv.2507.01721 · pith_short_12: AHDF4BYXC6CK · pith_short_16: AHDF4BYXC6CKXPY5 · pith_short_8: AHDF4BYX

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/AHDF4BYXC6CKXPY5HKOHM3GSD7 \
  | 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: 01c65e07171784abbf1d3a9c766cd21fcfacf018a75982ee30981f58e0a0d1cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97b20264dac468f7bff9204ae66bfd7818c5aec0cc3e2f5365bdffc51ac33fb6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-02T13:52:34Z",
    "title_canon_sha256": "b80f34e1bc498ac3b81e0b915a7fd00e685612f66cd79d7ec518b67828cdaa4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01721",
    "kind": "arxiv",
    "version": 1
  }
}