Pith Number

pith:GSXCQ6TF

pith:2025:GSXCQ6TF2FVQV56EFUBI6OU5MN

not attested not anchored not stored refs pending

Making Sense of Data in the Wild: Data Analysis Automation at Scale

Irina Espejo Morales, Joris Cadow-Gossweiler, Malina Molnar, Mara Graziani, Teodoro Laino

arxiv:2502.15718 v1 · 2025-01-27 · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GSXCQ6TF2FVQV56EFUBI6OU5MN}

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	2026-07-05T10:18:15.337132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34ae287a65d16b0af7c42d028f3a9d635d8c5bf460ff1369cebed97478bbf56e

Aliases

arxiv: 2502.15718 · arxiv_version: 2502.15718v1 · doi: 10.48550/arxiv.2502.15718 · pith_short_12: GSXCQ6TF2FVQ · pith_short_16: GSXCQ6TF2FVQV56E · pith_short_8: GSXCQ6TF

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/GSXCQ6TF2FVQV56EFUBI6OU5MN \
  | 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: 34ae287a65d16b0af7c42d028f3a9d635d8c5bf460ff1369cebed97478bbf56e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "879db745c68d552bcc28ba84fa358f72349da1cde9e1dad3d83df5a4b293e2d9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-01-27T10:04:10Z",
    "title_canon_sha256": "6335ebe840170f67a66a180d58d62dfdf0a54e41ab22fef20a67d84055143ffc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15718",
    "kind": "arxiv",
    "version": 1
  }
}