Pith Number

pith:VUCST6TW

pith:2021:VUCST6TWDU2A5LPCIFFMZQ742X

not attested not anchored not stored refs pending

Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud

Ankit Siva, Ashish Rathi, ErhYuan Tsai, Jason Gelman, John He, Keerthan Vasist, Kevin Haas, Krishnaram Kenthapadi, Michaela Hardt, Michele Donini, Muhammad Bilal Zafar, Nick McCarthy, Pedro Larroy, Pinar Yilmaz, Sanjiv Das, Satish Gollaprolu, Scott Rees, Tyler Hill, Xiaoguang Chen, Xiaoyi Cheng, Xinyu Liu

arxiv:2109.03285 v1 · 2021-09-07 · 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{VUCST6TWDU2A5LPCIFFMZQ742X}

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	2026-07-05T03:12:29.400369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad0529fa761d340eade2414accc3fcd5e50ae6f58aff076f0aa65621824d8534

Aliases

arxiv: 2109.03285 · arxiv_version: 2109.03285v1 · doi: 10.48550/arxiv.2109.03285 · pith_short_12: VUCST6TWDU2A · pith_short_16: VUCST6TWDU2A5LPC · pith_short_8: VUCST6TW

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/VUCST6TWDU2A5LPCIFFMZQ742X \
  | 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: ad0529fa761d340eade2414accc3fcd5e50ae6f58aff076f0aa65621824d8534

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cefc2c42e8fec52a2d9dd970b6ef4243c0521493cdcd9a4d2b5289de6593d1e8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-07T18:49:04Z",
    "title_canon_sha256": "168b22de45f5aa57edcc6f6931db8385545e75be7bb26b009c84a2fd9a13928d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.03285",
    "kind": "arxiv",
    "version": 1
  }
}