Pith Number

pith:VYHJKU43

pith:2023:VYHJKU437L3AGAJQIQVABENRMU

not attested not anchored not stored refs pending

Local Large Language Models for Complex Structured Medical Tasks

Aaron Mullen, Caylin Hickey, Jeff Talbert, Sam Armstrong, V. K. Cody Bumgardner

arxiv:2308.01727 v1 · 2023-08-03 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VYHJKU437L3AGAJQIQVABENRMU}

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	2026-07-05T06:37:22.322765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae0e95539bfaf6030130442a0091b16534eeedbdc15495716aee217dcafe32a4

Aliases

arxiv: 2308.01727 · arxiv_version: 2308.01727v1 · doi: 10.48550/arxiv.2308.01727 · pith_short_12: VYHJKU437L3A · pith_short_16: VYHJKU437L3AGAJQ · pith_short_8: VYHJKU43

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/VYHJKU437L3AGAJQIQVABENRMU \
  | 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: ae0e95539bfaf6030130442a0091b16534eeedbdc15495716aee217dcafe32a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4f970e8c12a1a677ec6c6b1ad07a0570c3237cc2b32bee19ee406660b53e800",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-03T12:36:13Z",
    "title_canon_sha256": "a262628d5b45c341ddb405c4286a072f44c0ab0e24ae21362895c6f5090c10f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.01727",
    "kind": "arxiv",
    "version": 1
  }
}