Pith Number

pith:JHWONFO6

pith:2020:JHWONFO6KKRZWW3L5AMSXQOCLC

not attested not anchored not stored refs pending

Bayesian Stress Testing of Models in a Classification Hierarchy

Bashar Awwad Shiekh Hasan, Kate Kelly

arxiv:2005.12327 v1 · 2020-05-25 · cs.AI · 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{JHWONFO6KKRZWW3L5AMSXQOCLC}

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	2026-07-05T01:05:53.408723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49ece695de52a39b5b6be8192bc1c258aa3eac625b5efef491c614f517672be4

Aliases

arxiv: 2005.12327 · arxiv_version: 2005.12327v1 · doi: 10.48550/arxiv.2005.12327 · pith_short_12: JHWONFO6KKRZ · pith_short_16: JHWONFO6KKRZWW3L · pith_short_8: JHWONFO6

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/JHWONFO6KKRZWW3L5AMSXQOCLC \
  | 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: 49ece695de52a39b5b6be8192bc1c258aa3eac625b5efef491c614f517672be4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4452097c1d9456784b72bf946d077a60f7020e70d54a6340c4aea649eba36523",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-05-25T18:22:07Z",
    "title_canon_sha256": "5a5b6a9a81d2fe6c26f7c47b062f4bda99a6ab8638bf2a1e0ca4a43b2ba79ff5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.12327",
    "kind": "arxiv",
    "version": 1
  }
}