Pith Number

pith:KMO5NNXP

pith:2023:KMO5NNXPCODGX7K5TZZAFEWYOG

not attested not anchored not stored refs pending

Quantifying Policy Administration Cost in an Active Learning Framework

Philip W. L. Fong, Si Zhang

arxiv:2401.00086 v1 · 2023-12-29 · cs.CR · 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{KMO5NNXPCODGX7K5TZZAFEWYOG}

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	2026-07-05T07:29:00.619775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

531dd6b6ef13866bfd5d9e720292d871b05165e27f4cdfa877e4901b09f786d2

Aliases

arxiv: 2401.00086 · arxiv_version: 2401.00086v1 · doi: 10.48550/arxiv.2401.00086 · pith_short_12: KMO5NNXPCODG · pith_short_16: KMO5NNXPCODGX7K5 · pith_short_8: KMO5NNXP

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/KMO5NNXPCODGX7K5TZZAFEWYOG \
  | 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: 531dd6b6ef13866bfd5d9e720292d871b05165e27f4cdfa877e4901b09f786d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26953a33dbee9a9c5ea7ee78d442da193f10a01efedde47e0117e4f68ec6539a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-12-29T22:12:53Z",
    "title_canon_sha256": "99870e145e27c215741136aa5e490a9f74fc98635b3747aeff263591f4cf66fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.00086",
    "kind": "arxiv",
    "version": 1
  }
}