Pith Number

pith:FXEMNKQF

pith:2024:FXEMNKQF5VOIUYGWVUUXIG2G4D

not attested not anchored not stored refs pending

Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation

Akhmed Sakip, Alham Fikri Aji, Jonibek Mansurov

arxiv:2412.15255 v2 · 2024-12-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FXEMNKQF5VOIUYGWVUUXIG2G4D}

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

2 papers in Pith

Distilling Tabular Foundation Models for Structured Health Data

Pocket Foundation Models: Distilling TFMs into CPU-Ready Gradient-Boosted Trees

Receipt and verification

First computed	2026-07-05T11:15:41.299704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dc8c6aa05ed5c8a60d6ad29741b46e0d5dfcb600d2c8620272740d522740a17

Aliases

arxiv: 2412.15255 · arxiv_version: 2412.15255v2 · doi: 10.48550/arxiv.2412.15255 · pith_short_12: FXEMNKQF5VOI · pith_short_16: FXEMNKQF5VOIUYGW · pith_short_8: FXEMNKQF

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/FXEMNKQF5VOIUYGWVUUXIG2G4D \
  | 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: 2dc8c6aa05ed5c8a60d6ad29741b46e0d5dfcb600d2c8620272740d522740a17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c352bd58a9062a3b1219622ce9b177cc4966a55764b088f4314143a3b6823f3d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-15T19:38:48Z",
    "title_canon_sha256": "aceb7a0d0eea4afb0ab46643b3f17c33ec1a55ab7430fa4e681d65585ed9cd3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15255",
    "kind": "arxiv",
    "version": 2
  }
}