Pith Number

pith:4ZTK4UNZ

pith:2024:4ZTK4UNZIN4Z7RFS7LAQOAABE2

not attested not anchored not stored refs pending

Fair Machine Guidance to Enhance Fair Decision Making in Biased People

Hiromi Arai, Mingzhe Yang, Naomi Yamashita, Yukino Baba

arxiv:2404.05228 v1 · 2024-04-08 · 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{4ZTK4UNZIN4Z7RFS7LAQOAABE2}

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

BGM-HAN: A Hierarchical Attention Network for Accurate and Fair Decision Assessment on Semi-Structured Profiles

Receipt and verification

First computed	2026-07-05T08:05:27.729074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e666ae51b943799fc4b2fac107000126afd7c06c7507dda2891c674f0a85bad7

Aliases

arxiv: 2404.05228 · arxiv_version: 2404.05228v1 · doi: 10.48550/arxiv.2404.05228 · pith_short_12: 4ZTK4UNZIN4Z · pith_short_16: 4ZTK4UNZIN4Z7RFS · pith_short_8: 4ZTK4UNZ

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/4ZTK4UNZIN4Z7RFS7LAQOAABE2 \
  | 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: e666ae51b943799fc4b2fac107000126afd7c06c7507dda2891c674f0a85bad7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7589b89f0c8d59ee668e801dbbbb9b697bc2744263ab29c9166f91b52d81a14b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-04-08T06:45:32Z",
    "title_canon_sha256": "ff2927cf89d3a6d3241c445475c99814340dd8de51c81bbae701aa2fb253af85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05228",
    "kind": "arxiv",
    "version": 1
  }
}