Pith Number

pith:HDNWTUZG

pith:2025:HDNWTUZGZOT4THVAU5B3HN4ERR

not attested not anchored not stored refs pending

Beyond the Cloud: Assessing the Benefits and Drawbacks of Local LLM Deployment for Translators

Peter Sandrini

arxiv:2507.23399 v1 · 2025-07-31 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDNWTUZGZOT4THVAU5B3HN4ERR}

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	2026-07-05T11:46:11.410131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38db69d326cba7c99ea0a743b3b7848c56bde472b1b9ef249fc9404c87ae43d1

Aliases

arxiv: 2507.23399 · arxiv_version: 2507.23399v1 · doi: 10.48550/arxiv.2507.23399 · pith_short_12: HDNWTUZGZOT4 · pith_short_16: HDNWTUZGZOT4THVA · pith_short_8: HDNWTUZG

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/HDNWTUZGZOT4THVAU5B3HN4ERR \
  | 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: 38db69d326cba7c99ea0a743b3b7848c56bde472b1b9ef249fc9404c87ae43d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "024b4f7bf25f5bf526857e0a6bfbd763dbee4cc340f7c35ac72f5bb5873a3f80",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-31T10:13:48Z",
    "title_canon_sha256": "c14152be34ae0b9a4592b4805232fd07c7f58cf961d25dea2c430775de2e47bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23399",
    "kind": "arxiv",
    "version": 1
  }
}