Pith. sign in
Pith Number

pith:KGPGLEZR

pith:2025:KGPGLEZR2WAFQBPVL2KNJSHXYR
not attested not anchored not stored refs pending

Multi-Token Attention

Jason Weston, Olga Golovneva, Sainbayar Sukhbaatar, Tianlu Wang

arxiv:2504.00927 v2 · 2025-04-01 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KGPGLEZR2WAFQBPVL2KNJSHXYR}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:35:34.328135Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

519e659331d5805805f55e94d4c8f7c47d540f4437eefd30134ee9e6a16c6e3c

Aliases

arxiv: 2504.00927 · arxiv_version: 2504.00927v2 · doi: 10.48550/arxiv.2504.00927 · pith_short_12: KGPGLEZR2WAF · pith_short_16: KGPGLEZR2WAFQBPV · pith_short_8: KGPGLEZR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KGPGLEZR2WAFQBPVL2KNJSHXYR \
  | 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: 519e659331d5805805f55e94d4c8f7c47d540f4437eefd30134ee9e6a16c6e3c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c107ba0531c9d551dc31c66bebc44ebcd6950e872ed18be4ad08bb3166e8a16a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-01T15:59:32Z",
    "title_canon_sha256": "157fdd2541710c5b832ed3bdd628d001d41967775c2a96c39d6dfddbd6257a41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00927",
    "kind": "arxiv",
    "version": 2
  }
}