Pith Number

pith:D6YBYL7D

pith:2022:D6YBYL7D3HKVZBR2LX3NVKA6GG

not attested not anchored not stored refs pending

Algorithmic Decision-Making Safeguarded by Human Knowledge

Ming Hu, Ningyuan Chen, Wenhao Li

arxiv:2211.11028 v1 · 2022-11-20 · stat.ML · cs.HC · 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{D6YBYL7D3HKVZBR2LX3NVKA6GG}

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.

Cited by

1 paper in Pith

A Simple Solution to Improving Human Supervision of Algorithms: Evidence from Smart Vending

Receipt and verification

First computed	2026-07-05T05:17:49.308369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fb01c2fe3d9d55c863a5df6daa81e31a1b202083664b8575d47a7c5d19e4778

Aliases

arxiv: 2211.11028 · arxiv_version: 2211.11028v1 · doi: 10.48550/arxiv.2211.11028 · pith_short_12: D6YBYL7D3HKV · pith_short_16: D6YBYL7D3HKVZBR2 · pith_short_8: D6YBYL7D

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/D6YBYL7D3HKVZBR2LX3NVKA6GG \
  | 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: 1fb01c2fe3d9d55c863a5df6daa81e31a1b202083664b8575d47a7c5d19e4778

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d9ae7af77619a1b70eb7da972293b3ede448afb749482d8715215f73ac99121",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-20T17:13:32Z",
    "title_canon_sha256": "b1353bee380d8b084ec0864efd4ae1163238a1e5ab55fe04e959358641c9af84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.11028",
    "kind": "arxiv",
    "version": 1
  }
}