Pith Number

pith:CHCPCTCK

pith:2023:CHCPCTCKALBDOR532DTPRS3TYW

not attested not anchored not stored refs pending

Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data

Aaditya K. Singh, Anas Mahmoud, Ari S. Morcos, Baptiste Rozi\`ere, Carole-Jean Wu, Fabian Gloeckle, Kushal Tirumala, Mostafa Elhoushi, Newsha Ardalani, Yu Yang

arxiv:2312.02418 v1 · 2023-12-05 · cs.CL · cs.AI · 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{CHCPCTCKALBDOR532DTPRS3TYW}

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	2026-07-05T07:20:17.811495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11c4f14c4a02c23747bbd0e6f8cb73c5b7f34069359e833580de8ec84266a9d6

Aliases

arxiv: 2312.02418 · arxiv_version: 2312.02418v1 · doi: 10.48550/arxiv.2312.02418 · pith_short_12: CHCPCTCKALBD · pith_short_16: CHCPCTCKALBDOR53 · pith_short_8: CHCPCTCK

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/CHCPCTCKALBDOR532DTPRS3TYW \
  | 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: 11c4f14c4a02c23747bbd0e6f8cb73c5b7f34069359e833580de8ec84266a9d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b34abb91e61247f0ade0168a34c80797aa54b6207f2b42fab7756afd0167f45",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-05T01:19:30Z",
    "title_canon_sha256": "1ced3217f9c55243c9a48710310d072834294a329b73545003a1d4825acfac2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02418",
    "kind": "arxiv",
    "version": 1
  }
}