Pith Number

pith:XS67K5ZE

pith:2026:XS67K5ZENM3CIRB42YHJKN6PQA

not attested not anchored not stored refs pending

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models

Hongchen Luo, Jie Xiao, Kai Zhu, Wei Zhai, Xueyang Fu, Yang Cao, Yawen Shao, Yu Liu, Zheng-Jun Zha

arxiv:2606.08501 v1 · 2026-06-07 · 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{XS67K5ZENM3CIRB42YHJKN6PQA}

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	2026-06-09T01:05:38.451957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcbdf577246b3624443cd60e9537cf8025eedbac465b1ccd3a48ab03b5271d9d

Aliases

arxiv: 2606.08501 · arxiv_version: 2606.08501v1 · doi: 10.48550/arxiv.2606.08501 · pith_short_12: XS67K5ZENM3C · pith_short_16: XS67K5ZENM3CIRB4 · pith_short_8: XS67K5ZE

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/XS67K5ZENM3CIRB42YHJKN6PQA \
  | 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: bcbdf577246b3624443cd60e9537cf8025eedbac465b1ccd3a48ab03b5271d9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb831f2ec09f51108d373f3bdc119b6bbe14e9e1f79f74720c3981a94ed6fe1e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-07T07:59:55Z",
    "title_canon_sha256": "233f8c8448d641f4a7727d67a09e53c3470bb42e913d27ec8ceec0c04aae1d17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08501",
    "kind": "arxiv",
    "version": 1
  }
}