Pith Number

pith:5PXA74RU

pith:2024:5PXA74RUT5JZNNY3IS5FWTIHXU

not attested not anchored not stored refs pending

DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in Data Clean Room

Chi-Hua Wang, Guang Cheng, Tung Sum Thomas Kwok

arxiv:2411.00879 v1 · 2024-10-31 · 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{5PXA74RUT5JZNNY3IS5FWTIHXU}

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

Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering

Receipt and verification

First computed	2026-07-05T09:29:51.871387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebee0ff2349f5396b71b44ba5b4d07bd3a88b82d0c934bb3ecfed4fead124975

Aliases

arxiv: 2411.00879 · arxiv_version: 2411.00879v1 · doi: 10.48550/arxiv.2411.00879 · pith_short_12: 5PXA74RUT5JZ · pith_short_16: 5PXA74RUT5JZNNY3 · pith_short_8: 5PXA74RU

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/5PXA74RUT5JZNNY3IS5FWTIHXU \
  | 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: ebee0ff2349f5396b71b44ba5b4d07bd3a88b82d0c934bb3ecfed4fead124975

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c0e994123095c2bdba636b20fec615c867f225085da17fbd4dba747cef7a421",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-10-31T13:02:55Z",
    "title_canon_sha256": "e3addd029223a13933a280991a5301037e193c47e23de144eaa4a7d7dbe88f1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00879",
    "kind": "arxiv",
    "version": 1
  }
}