Pith Number

pith:FJRF2FEF

pith:2026:FJRF2FEF322BQB7I67T2BCMTV6

not attested not anchored not stored refs pending

Discrete Stochastic Localization for Non-autoregressive Generation

Evangelos E. Papalexakis, Greg Ver Steeg, Jiayi Cheng, Longxuan Yu, Partha Thakuria, Rob Brekelmans, Yunshu Wu

arxiv:2602.16169 v2 · 2026-02-18 · cs.LG · 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{FJRF2FEF322BQB7I67T2BCMTV6}

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	2026-05-22T01:03:18.229794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a625d1485deb41807e8f7e7a08993af904783ca47cf7572cc823bf715c9844e

Aliases

arxiv: 2602.16169 · arxiv_version: 2602.16169v2 · doi: 10.48550/arxiv.2602.16169 · pith_short_12: FJRF2FEF322B · pith_short_16: FJRF2FEF322BQB7I · pith_short_8: FJRF2FEF

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/FJRF2FEF322BQB7I67T2BCMTV6 \
  | 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: 2a625d1485deb41807e8f7e7a08993af904783ca47cf7572cc823bf715c9844e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb86625d4a1f1edefcadd008797997e3e5f67d4090b0b66b76d2a0ee79e53276",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-18T04:05:40Z",
    "title_canon_sha256": "f32051e8cb979e2a912a731bc27d5c130f166ee1aef51e7e3f4c1da64bd9ff63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.16169",
    "kind": "arxiv",
    "version": 2
  }
}