Pith Number

pith:FHUIEPBK

pith:2026:FHUIEPBKP3CT6GWE4YFWR5HXYI

not attested not anchored not stored refs pending

Agents of Diffusion: Enhancing Diffusion Language Models with Multi-Agent Reinforcement Learning for Structured Data Generation (Extended Version)

Aja Khanal, Apurva Narayan, Kalyan S. Basu, Kaushik T. Ranade, Rishabh Agrawal

arxiv:2601.07152 v1 · 2026-01-12 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FHUIEPBKP3CT6GWE4YFWR5HXYI}

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	2026-06-02T01:03:40.604523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29e8823c2a7ec53f1ac4e60b68f4f7c2161f56f698dd95180815c3a70e2bcec6

Aliases

arxiv: 2601.07152 · arxiv_version: 2601.07152v1 · doi: 10.48550/arxiv.2601.07152 · pith_short_12: FHUIEPBKP3CT · pith_short_16: FHUIEPBKP3CT6GWE · pith_short_8: FHUIEPBK

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/FHUIEPBKP3CT6GWE4YFWR5HXYI \
  | 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: 29e8823c2a7ec53f1ac4e60b68f4f7c2161f56f698dd95180815c3a70e2bcec6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c0f531cea883bef9f4ed828cab0fd8cbd110682f7168d45ab27b34a272bd277",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-01-12T02:49:09Z",
    "title_canon_sha256": "665d1de333ffe845f79bab273a43d4d09c5a0e5b9e1f1d414ddc3c64938e83ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.07152",
    "kind": "arxiv",
    "version": 1
  }
}