Pith Number

pith:LWOV7IBT

pith:2025:LWOV7IBTY67R3XR6TORRNPJSGH

not attested not anchored not stored refs pending

Flowco: Rethinking Data Analysis in the Age of LLMs

Brooke Simon, Emery D. Berger, Eunice Jun, Stephen N. Freund

arxiv:2504.14038 v1 · 2025-04-18 · cs.HC · cs.AI · cs.PL · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LWOV7IBTY67R3XR6TORRNPJSGH}

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	2026-07-05T10:51:09.944702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d9d5fa033c7bf1dde3e9ba316bd3231fa6a76e6085b958122fbef1a349dc4fa

Aliases

arxiv: 2504.14038 · arxiv_version: 2504.14038v1 · doi: 10.48550/arxiv.2504.14038 · pith_short_12: LWOV7IBTY67R · pith_short_16: LWOV7IBTY67R3XR6 · pith_short_8: LWOV7IBT

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/LWOV7IBTY67R3XR6TORRNPJSGH \
  | 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: 5d9d5fa033c7bf1dde3e9ba316bd3231fa6a76e6085b958122fbef1a349dc4fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01a2126bac67585f57cb366a31bf84527c41f3144e30622edea34b7fa30b8ae0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-04-18T19:01:27Z",
    "title_canon_sha256": "ee69a52b62f51dccf8d2cd7d38038a6e9213287b10f979ad92a0acf53263bb5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14038",
    "kind": "arxiv",
    "version": 1
  }
}