Pith Number

pith:SXNXYLHH

pith:2023:SXNXYLHHCSVGPXMRWSRG6DA6B2

not attested not anchored not stored refs pending

Text vectorization via transformer-based language models and n-gram perplexities

Mihailo \v{S}kori\'c

arxiv:2307.09255 v1 · 2023-07-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SXNXYLHHCSVGPXMRWSRG6DA6B2}

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

MultiFluxAI Enhancing Platform Engineering with Advanced Agent-Orchestrated Retrieval Systems

Receipt and verification

First computed	2026-07-05T06:32:14.657306Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95db7c2ce714aa67dd91b4a26f0c1e0ea379bdecab90cd50004a670386adc50b

Aliases

arxiv: 2307.09255 · arxiv_version: 2307.09255v1 · doi: 10.48550/arxiv.2307.09255 · pith_short_12: SXNXYLHHCSVG · pith_short_16: SXNXYLHHCSVGPXMR · pith_short_8: SXNXYLHH

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/SXNXYLHHCSVGPXMRWSRG6DA6B2 \
  | 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: 95db7c2ce714aa67dd91b4a26f0c1e0ea379bdecab90cd50004a670386adc50b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03288b910903cbe0b838a57d7941e83f32b18ff837ad69bf71d639d7c8358c44",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-18T13:38:39Z",
    "title_canon_sha256": "4a8dcf7139deed1227fc38295bc6aacc210132439910be2d92af16adfed01497"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.09255",
    "kind": "arxiv",
    "version": 1
  }
}