Pith Number

pith:FRH72W6V

pith:2024:FRH72W6VRMNTYGKHDTFEEJX7G2

not attested not anchored not stored refs pending

A Conceptual Framework for Ethical Evaluation of Machine Learning Systems

Hari Subramonyam, Jessica Hullman, Neha R. Gupta

arxiv:2408.10239 v1 · 2024-08-05 · cs.CY · cs.AI · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FRH72W6VRMNTYGKHDTFEEJX7G2}

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	2026-07-05T08:57:08.648252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c4ffd5bd58b1b3c19471cca4226ff369bc19a5aeaa32171814e5aff1b8a80d7

Aliases

arxiv: 2408.10239 · arxiv_version: 2408.10239v1 · doi: 10.48550/arxiv.2408.10239 · pith_short_12: FRH72W6VRMNT · pith_short_16: FRH72W6VRMNTYGKH · pith_short_8: FRH72W6V

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/FRH72W6VRMNTYGKHDTFEEJX7G2 \
  | 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: 2c4ffd5bd58b1b3c19471cca4226ff369bc19a5aeaa32171814e5aff1b8a80d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5c93d594653011f0b8bcdf40b84d9ddc72cfcfdc4096ee8e75d31a2536883ae",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-08-05T01:06:49Z",
    "title_canon_sha256": "d4a927e7d8c254a67e4cbd85a08c0b6ee53578733f11f0ab68485ce42ea8e627"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10239",
    "kind": "arxiv",
    "version": 1
  }
}