Pith Number

pith:7IF7AMXO

pith:2024:7IF7AMXO62DYBDSDXNF3QRKV74

not attested not anchored not stored refs pending

Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models

Besmira Nushi, Harsha Nori, Rich Caruana, Sebastian Bordt, Vanessa Rodrigues

arxiv:2404.06209 v3 · 2024-04-09 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7IF7AMXO62DYBDSDXNF3QRKV74}

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

Benchmark Data Contamination of Large Language Models: A Survey

LLM-Metrics: Measuring Research Impact Through Large Language Model Memory

Receipt and verification

First computed	2026-07-05T09:44:08.590605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa0bf032eef687808e43bb4bb84555ff06189bd92e6ed13bc89ecc9f287c15ab

Aliases

arxiv: 2404.06209 · arxiv_version: 2404.06209v3 · doi: 10.48550/arxiv.2404.06209 · pith_short_12: 7IF7AMXO62DY · pith_short_16: 7IF7AMXO62DYBDSD · pith_short_8: 7IF7AMXO

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/7IF7AMXO62DYBDSDXNF3QRKV74 \
  | 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: fa0bf032eef687808e43bb4bb84555ff06189bd92e6ed13bc89ecc9f287c15ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a36df6347a0586f5c82cde02130ee0c7591cae1f6db318e17fa862ea780f274",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-09T10:58:21Z",
    "title_canon_sha256": "1e6c41fc9714eb0dcdeb03ec9d320a39f03ca82219961c8e51be0f52a66861c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.06209",
    "kind": "arxiv",
    "version": 3
  }
}