Pith Number

pith:KZJLX6KF

pith:2023:KZJLX6KFJYH5OATTZHJNI7YTHQ

not attested not anchored not stored refs pending

Towards Fair and Calibrated Models

Anand Brahmbhatt, Mausam, Parag Singla, Vipul Rathore

arxiv:2310.10399 v1 · 2023-10-16 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZJLX6KFJYH5OATTZHJNI7YTHQ}

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	2026-07-05T07:01:19.550657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5652bbf9454e0fd70273c9d2d47f133c10a5940aac4784194482cdca34fe7853

Aliases

arxiv: 2310.10399 · arxiv_version: 2310.10399v1 · doi: 10.48550/arxiv.2310.10399 · pith_short_12: KZJLX6KFJYH5 · pith_short_16: KZJLX6KFJYH5OATT · pith_short_8: KZJLX6KF

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/KZJLX6KFJYH5OATTZHJNI7YTHQ \
  | 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: 5652bbf9454e0fd70273c9d2d47f133c10a5940aac4784194482cdca34fe7853

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17658e0916776244011fa5fd8798081f5593439b710629bbf281cdeaa44b7bb9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-16T13:41:09Z",
    "title_canon_sha256": "7f437da594e008f885646695605d3638c9b0f0b8d3fc12bcdb8a0c6d18f43e69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10399",
    "kind": "arxiv",
    "version": 1
  }
}