Pith Number

pith:CZJZH3KI

pith:2025:CZJZH3KIRSUIBVAQ5FODN4QSWY

not attested not anchored not stored refs pending

Decoder-Only LLMs are Better Controllers for Diffusion Models

Liang Lin, Pengxu Wei, Yao Xiao, ZiYi Dong

arxiv:2502.04412 v1 · 2025-02-06 · cs.CV · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CZJZH3KIRSUIBVAQ5FODN4QSWY}

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	2026-07-05T10:10:51.321176Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

165393ed488ca880d410e95c36f212b63214df7a11c2597b4b2fbbcf608fa7ef

Aliases

arxiv: 2502.04412 · arxiv_version: 2502.04412v1 · doi: 10.48550/arxiv.2502.04412 · pith_short_12: CZJZH3KIRSUI · pith_short_16: CZJZH3KIRSUIBVAQ · pith_short_8: CZJZH3KI

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/CZJZH3KIRSUIBVAQ5FODN4QSWY \
  | 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: 165393ed488ca880d410e95c36f212b63214df7a11c2597b4b2fbbcf608fa7ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "161ad014eb1da193a35de76f14f93a36109092f8f2be9b440a43b3e39cbff54e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-06T12:17:35Z",
    "title_canon_sha256": "c7ecdfb775dcf2b92036766e358db6631be932fb0d5e55ebcf5e84513b585fbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04412",
    "kind": "arxiv",
    "version": 1
  }
}