Pith. sign in
Pith Number

pith:KPFX2RS6

pith:2026:KPFX2RS6U4B5CHW2JFC3TYWZCJ
not attested not anchored not stored refs pending

FlashTrie: A GPU-Accelerated Constrained Beam Search for Generative Retrieval

Anurag Mukkara, Dakshitha Anandakumar, Jian Jiao, Jiusheng Chen, M Akash Kumar, Qiang Lou, Ting Ye, Wenxiang Hu

arxiv:2607.10044 v1 · 2026-07-10 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KPFX2RS6U4B5CHW2JFC3TYWZCJ}

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 2026-07-14T00:18:49.128966Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

53cb7d465ea703d11eda4945b9e2d9126f4b6acda4ffd767ec01e633937490d8

Aliases

arxiv: 2607.10044 · arxiv_version: 2607.10044v1 · doi: 10.48550/arxiv.2607.10044 · pith_short_12: KPFX2RS6U4B5 · pith_short_16: KPFX2RS6U4B5CHW2 · pith_short_8: KPFX2RS6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KPFX2RS6U4B5CHW2JFC3TYWZCJ \
  | 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: 53cb7d465ea703d11eda4945b9e2d9126f4b6acda4ffd767ec01e633937490d8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f3bbaa501cc68313037ec468d2384078226d4949ddf579a2f5fd1200a5753cfc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-10T23:52:35Z",
    "title_canon_sha256": "2901cf7341e85ed9e936f85817e99fdd99af8e3d1c745267325dbb9e20ddb539"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10044",
    "kind": "arxiv",
    "version": 1
  }
}