Pith Number

pith:GSVJX74I

pith:2022:GSVJX74IN5EYVTLF2DTXURTI2B

not attested not anchored not stored refs pending

System Safety Engineering for Social and Ethical ML Risks: A Case Study

Edgar W. Jatho III, Eugene D. Williams, Joshua A. Kroll, Logan O. Mailloux, Shalaleh Rismani

arxiv:2211.04602 v1 · 2022-11-08 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GSVJX74IN5EYVTLF2DTXURTI2B}

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

From Hazard Identification to Controller Design: Proactive and LLM-Supported Safety Engineering for ML-Powered Systems

Receipt and verification

First computed	2026-07-05T05:14:39.958995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34aa9bff886f498acd65d0e77a4668d069f8e341b0fb868d88c30c52711637c9

Aliases

arxiv: 2211.04602 · arxiv_version: 2211.04602v1 · doi: 10.48550/arxiv.2211.04602 · pith_short_12: GSVJX74IN5EY · pith_short_16: GSVJX74IN5EYVTLF · pith_short_8: GSVJX74I

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/GSVJX74IN5EYVTLF2DTXURTI2B \
  | 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: 34aa9bff886f498acd65d0e77a4668d069f8e341b0fb868d88c30c52711637c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6092aa1c910ac5ba0e29006dc2ad16e958a5789d08c1d0fed7679addb61d45b",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-08T22:58:58Z",
    "title_canon_sha256": "7f6045bd2f214cb13f41eba53cacd1824ed9469be89b70a528546a56aaef4c48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04602",
    "kind": "arxiv",
    "version": 1
  }
}