Pith Number

pith:WETI7XJL

pith:2021:WETI7XJLC6YFG6B4DRTZE6GVAW

not attested not anchored not stored refs pending

Explaining Inference Queries with Bayesian Optimization

Brandon Lockhart, Eugene Wu, Jiannan Wang, Jinglin Peng, Weiyuan Wu

arxiv:2102.05308 v2 · 2021-02-10 · cs.DB · 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{WETI7XJLC6YFG6B4DRTZE6GVAW}

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

Stress-Testing ML Pipelines with Adversarial Data Corruption

Receipt and verification

First computed	2026-07-05T02:50:43.731823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1268fdd2b17b053783c1c679278d505b59d1f0b84f51866b2ade40778aafe89

Aliases

arxiv: 2102.05308 · arxiv_version: 2102.05308v2 · doi: 10.48550/arxiv.2102.05308 · pith_short_12: WETI7XJLC6YF · pith_short_16: WETI7XJLC6YFG6B4 · pith_short_8: WETI7XJL

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/WETI7XJLC6YFG6B4DRTZE6GVAW \
  | 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: b1268fdd2b17b053783c1c679278d505b59d1f0b84f51866b2ade40778aafe89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a72f6652276c1e024a65a66ac053844b9762ef30af905868f5a7953dcdddd183",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2021-02-10T08:08:32Z",
    "title_canon_sha256": "de44ea8b033562ae0c1ee7dba69372cc52a3aec6861cdcc847256d79a967490a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.05308",
    "kind": "arxiv",
    "version": 2
  }
}