Pith Number

pith:GWHYNDZP

pith:2026:GWHYNDZPVKCNO3DC2G57JM3RCF

not attested not anchored not stored refs pending

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation

Jiazhen Liu, Long Chen, Mingkuan Feng

arxiv:2608.02791 v1 · 2026-08-03 · 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{GWHYNDZPVKCNO3DC2G57JM3RCF}

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	2026-08-05T00:40:04.266424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

358f868f2faa84d76c62d1bbf4b371116b69dcb9f8414d31f3600f99aa919337

Aliases

arxiv: 2608.02791 · arxiv_version: 2608.02791v1 · doi: 10.48550/arxiv.2608.02791 · pith_short_12: GWHYNDZPVKCN · pith_short_16: GWHYNDZPVKCNO3DC · pith_short_8: GWHYNDZP

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/GWHYNDZPVKCNO3DC2G57JM3RCF \
  | 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: 358f868f2faa84d76c62d1bbf4b371116b69dcb9f8414d31f3600f99aa919337

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8a0201d0f3de018c4cf60e688445b6ad93f4baa5d82f8b76fe5d3808fdaf30e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-03T18:42:11Z",
    "title_canon_sha256": "a8dd99c4292c6b0041de49ff67222239bd5be433ab57e3033b48b354d409cded"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02791",
    "kind": "arxiv",
    "version": 1
  }
}