Pith. sign in
Pith Number

pith:6S62OXOO

pith:2025:6S62OXOOWOKOFWAMCKGI4TQWGE
not attested not anchored not stored refs pending

Hybrid Decoding: Rapid Pass and Selective Detailed Correction for Sequence Models

Byeong-Yeol Kim, Hanbin Lee, Hyung Yong Kim, Jihwan Park, Yunkyu Lim

arxiv:2508.19671 v1 · 2025-08-27 · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6S62OXOOWOKOFWAMCKGI4TQWGE}

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 2026-07-02T01:17:13.934536Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f4bda75dceb394e2d80c128c8e4e16310a42c3eb1cf6a4ebd9e23e8734d87e2a

Aliases

arxiv: 2508.19671 · arxiv_version: 2508.19671v1 · doi: 10.48550/arxiv.2508.19671 · pith_short_12: 6S62OXOOWOKO · pith_short_16: 6S62OXOOWOKOFWAM · pith_short_8: 6S62OXOO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6S62OXOOWOKOFWAMCKGI4TQWGE \
  | 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: f4bda75dceb394e2d80c128c8e4e16310a42c3eb1cf6a4ebd9e23e8734d87e2a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6a225dca4af3a6f9094e0b4b60b931da4617da136809675cd5dcf66fac3bf0aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-08-27T08:31:01Z",
    "title_canon_sha256": "6d6a6f023dfe63825a106072e31889ada76eeb473d06a4a0d6b6f0e04ade8870"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19671",
    "kind": "arxiv",
    "version": 1
  }
}