Pith Number

pith:QF6RMRWT

pith:2023:QF6RMRWT6CEHT7EZZEAPXEENZ2

not attested not anchored not stored refs pending

Co-ML: Collaborative Machine Learning Model Building for Developing Dataset Design Practices

Jazbo Beason, Jennifer King Chen, Luis Morales-Navarro, Mark Leibowitz, Matt J. Davidson, R. Benjamin Shapiro, Tiffany Tseng, Victoria Delaney

arxiv:2311.09088 v3 · 2023-11-15 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QF6RMRWT6CEHT7EZZEAPXEENZ2}

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	2026-07-05T07:31:35.039610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

817d1646d3f08879fc99c900fb908dce8136b28a82e728851e4f9a562f76d8f4

Aliases

arxiv: 2311.09088 · arxiv_version: 2311.09088v3 · doi: 10.48550/arxiv.2311.09088 · pith_short_12: QF6RMRWT6CEH · pith_short_16: QF6RMRWT6CEHT7EZ · pith_short_8: QF6RMRWT

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/QF6RMRWT6CEHT7EZZEAPXEENZ2 \
  | 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: 817d1646d3f08879fc99c900fb908dce8136b28a82e728851e4f9a562f76d8f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc8cd719aa29db0d3321c01a76e8eb131e819a0dfa9ea59236e07bb1a730463d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-11-15T16:32:35Z",
    "title_canon_sha256": "ea3f859fe7fb64e62cba53e9b1acf4445228edaf6e8ec8f9582764cf0ab96dd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09088",
    "kind": "arxiv",
    "version": 3
  }
}