Pith Number

pith:CT52MQMC

pith:2022:CT52MQMCXWB7TKRIVX2JYZKNKB

not attested not anchored not stored refs pending

Sequential Models in the Synthetic Data Vault

Kalyan Veeramachaneni, Kevin Zhang, Neha Patki

arxiv:2207.14406 v1 · 2022-07-28 · cs.LG · cs.MS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CT52MQMCXWB7TKRIVX2JYZKNKB}

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

Synthetic Data in Education: Empirical Insights from Traditional Resampling and Deep Generative Models

Receipt and verification

First computed	2026-07-05T04:44:33.712035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14fba64182bd83f9aa28adf49c654d5072f4c0df684dbe74b4a8cb90bad7a4aa

Aliases

arxiv: 2207.14406 · arxiv_version: 2207.14406v1 · doi: 10.48550/arxiv.2207.14406 · pith_short_12: CT52MQMCXWB7 · pith_short_16: CT52MQMCXWB7TKRI · pith_short_8: CT52MQMC

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/CT52MQMCXWB7TKRIVX2JYZKNKB \
  | 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: 14fba64182bd83f9aa28adf49c654d5072f4c0df684dbe74b4a8cb90bad7a4aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "352e5009b30105e1364019242df98995c595d53d15c57639748a0142eaf57fba",
    "cross_cats_sorted": [
      "cs.MS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-28T23:17:51Z",
    "title_canon_sha256": "286a7f0a9f2e731b51de81bcf037f87e044a7429eabca0063a0bf4c0d2b13ca1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.14406",
    "kind": "arxiv",
    "version": 1
  }
}