Pith Number

pith:HVWY4CU4

pith:2026:HVWY4CU42SGU77GYHSV2Y5OKC7

not attested not anchored not stored refs pending

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment

Guruprakash J, Krithika L.B

arxiv:2606.24331 v1 · 2026-06-23 · cs.CL · cs.ET

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HVWY4CU42SGU77GYHSV2Y5OKC7}

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	2026-06-24T01:14:50.312713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d6d8e0a9cd48d4ffcd83cabac75ca17d7a478dd23abb66b68c3b7106d8d90ed

Aliases

arxiv: 2606.24331 · arxiv_version: 2606.24331v1 · doi: 10.48550/arxiv.2606.24331 · pith_short_12: HVWY4CU42SGU · pith_short_16: HVWY4CU42SGU77GY · pith_short_8: HVWY4CU4

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/HVWY4CU42SGU77GYHSV2Y5OKC7 \
  | 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: 3d6d8e0a9cd48d4ffcd83cabac75ca17d7a478dd23abb66b68c3b7106d8d90ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfc478973ebe0918cd8a71012f7304fdab22063fdce9f6fd62e2165588398b61",
    "cross_cats_sorted": [
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-23T09:09:55Z",
    "title_canon_sha256": "2b5c01e90ebbd004e9b2c3c192e9a1a9c8a467baa73ace1774cf6e4c5d928324"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24331",
    "kind": "arxiv",
    "version": 1
  }
}