Pith Number

pith:NWSDMDYS

pith:2025:NWSDMDYSA2LH5BT6YYBB4WS7MD

not attested not anchored not stored refs pending

What Exactly Does Guidance Do in Masked Discrete Diffusion Models

He Ye, Rojas Kevin, Tao Molei

arxiv:2506.10971 v1 · 2025-06-12 · stat.ML · 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{NWSDMDYSA2LH5BT6YYBB4WS7MD}

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	2026-07-05T11:20:41.282310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6da4360f1206967e867ec6021e5a5f60d7d9319d14acfe9dad16c50bae5f305a

Aliases

arxiv: 2506.10971 · arxiv_version: 2506.10971v1 · doi: 10.48550/arxiv.2506.10971 · pith_short_12: NWSDMDYSA2LH · pith_short_16: NWSDMDYSA2LH5BT6 · pith_short_8: NWSDMDYS

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/NWSDMDYSA2LH5BT6YYBB4WS7MD \
  | 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: 6da4360f1206967e867ec6021e5a5f60d7d9319d14acfe9dad16c50bae5f305a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50b0441de8937b2ba03308cb4a0a5c3f16962da3db3c71feac2e1a588506477a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-06-12T17:59:19Z",
    "title_canon_sha256": "033d23158a16b6dc63405b813c574b4ccd0789c9e39aa38d1d5bdcdcec3347a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10971",
    "kind": "arxiv",
    "version": 1
  }
}