Pith. sign in
Pith Number

pith:4QPZWGJL

pith:2024:4QPZWGJLI2K36EMN6D7EFRE2KT
not attested not anchored not stored refs pending

Attamba: Attending To Multi-Token States

Mohamed S. Abdelfattah, Safeen Huda, Yash Akhauri

arxiv:2411.17685 v1 · 2024-11-26 · cs.LG · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4QPZWGJLI2K36EMN6D7EFRE2KT}

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 2026-07-05T09:40:50.535157Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e41f9b192b4695bf118df0fe42c49a54d522b6b10d0ab67789aae359a03bbc76

Aliases

arxiv: 2411.17685 · arxiv_version: 2411.17685v1 · doi: 10.48550/arxiv.2411.17685 · pith_short_12: 4QPZWGJLI2K3 · pith_short_16: 4QPZWGJLI2K36EMN · pith_short_8: 4QPZWGJL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4QPZWGJLI2K36EMN6D7EFRE2KT \
  | 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: e41f9b192b4695bf118df0fe42c49a54d522b6b10d0ab67789aae359a03bbc76
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bc1b945903e7c0a50f32429968de3aadc944de3169336b8af32a91698b8e2ce2",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T18:52:06Z",
    "title_canon_sha256": "a7dc7a0d91c2648d7f45d3ea0d0232e93bab4795b5725051b6cff11966b5739d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17685",
    "kind": "arxiv",
    "version": 1
  }
}