Pith Number

pith:GRFS4NT7

pith:2026:GRFS4NT7EJXXT3UOTO4OZTHNCO

not attested not anchored not stored refs pending

VGB for Masked Diffusion Model: Efficient Test-time Scaling for Reward Satisfaction and Sample Editing

Kijung Jeon, Molei Tao, Thuy-Duong Vuong

arxiv:2606.28301 v1 · 2026-06-26 · cs.LG · cs.DS · cs.NA · math.NA · math.PR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GRFS4NT7EJXXT3UOTO4OZTHNCO}

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	2026-06-29T01:15:12.475248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

344b2e367f226f79ee8e9bb8eccced13bf3e0ec7bb56fad6dd8524f0954e20f0

Aliases

arxiv: 2606.28301 · arxiv_version: 2606.28301v1 · doi: 10.48550/arxiv.2606.28301 · pith_short_12: GRFS4NT7EJXX · pith_short_16: GRFS4NT7EJXXT3UO · pith_short_8: GRFS4NT7

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/GRFS4NT7EJXXT3UOTO4OZTHNCO \
  | 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: 344b2e367f226f79ee8e9bb8eccced13bf3e0ec7bb56fad6dd8524f0954e20f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d80ccd711157d01f19d26323dce9718ba288965bc7920bae402da272f212809",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.NA",
      "math.NA",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-26T17:47:09Z",
    "title_canon_sha256": "cf4b36767f2e2ae0031ce849098663d037544ece402df46be8f68a46af59c698"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28301",
    "kind": "arxiv",
    "version": 1
  }
}