Pith Number

pith:Q5OBGXYB

pith:2020:Q5OBGXYBOZEGFF4KO2PZVAG2AH

not attested not anchored not stored refs pending

Sampling Prediction-Matching Examples in Neural Networks: A Probabilistic Programming Approach

Ankit Shah, Julie Shah, Serena Booth, Yilun Zhou

arxiv:2001.03076 v1 · 2020-01-09 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q5OBGXYBOZEGFF4KO2PZVAG2AH}

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	2026-07-05T00:32:34.000984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

875c135f01764862978a769f9a80da01cdd40ee9811c23afc22070eeb3801af7

Aliases

arxiv: 2001.03076 · arxiv_version: 2001.03076v1 · doi: 10.48550/arxiv.2001.03076 · pith_short_12: Q5OBGXYBOZEG · pith_short_16: Q5OBGXYBOZEGFF4K · pith_short_8: Q5OBGXYB

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/Q5OBGXYBOZEGFF4KO2PZVAG2AH \
  | 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: 875c135f01764862978a769f9a80da01cdd40ee9811c23afc22070eeb3801af7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17c2e97065eeb99e9af24a5771e2bd574709f9f22ec567560df1486cf11ce74c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-09T15:57:51Z",
    "title_canon_sha256": "803dc06453e99072cff183124a671a4e078dce1e474546a0abdd0ec4a3b5d2b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.03076",
    "kind": "arxiv",
    "version": 1
  }
}