Pith Number

pith:2M6DXLRL

pith:2022:2M6DXLRLSBURER42T27GPTLCGJ

not attested not anchored not stored refs pending

A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms

Amanda Coston, Anna Kawakami, Haiyi Zhu, Hoda Heidari, Ken Holstein

arxiv:2206.14983 v2 · 2022-06-30 · cs.LG · cs.CY · 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{2M6DXLRLSBURER42T27GPTLCGJ}

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	2026-07-05T05:41:22.099005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d33c3bae2b906912479a9ebe67cd62327cafa826814668fe460c8df4c6037f10

Aliases

arxiv: 2206.14983 · arxiv_version: 2206.14983v2 · doi: 10.48550/arxiv.2206.14983 · pith_short_12: 2M6DXLRLSBUR · pith_short_16: 2M6DXLRLSBURER42 · pith_short_8: 2M6DXLRL

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/2M6DXLRLSBURER42T27GPTLCGJ \
  | 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: d33c3bae2b906912479a9ebe67cd62327cafa826814668fe460c8df4c6037f10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c461a842c76a76489bdc696cac5c96651012b15d05d6f3c03efb5b55173989a",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-30T02:22:31Z",
    "title_canon_sha256": "b43a6b50544747e245adfddcb0db1ef45ebdcbafc76bd6a95937dc3167537daf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14983",
    "kind": "arxiv",
    "version": 2
  }
}