Pith Number

pith:EJRPOM62

pith:2023:EJRPOM62AN522VZJEQ6XCSVVRG

not attested not anchored not stored refs pending

To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets

Andrey Gromov, Aritra Das, Darshil Doshi, Tianyu He

arxiv:2310.13061 v2 · 2023-10-19 · cs.LG · cond-mat.dis-nn · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EJRPOM62AN522VZJEQ6XCSVVRG}

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

Batch Normalization Amplifies Memorization and Privacy Risks

Emergence via Phase Transitions: Mechanism Landscapes and Universal Convergence Across Complex Systems

Receipt and verification

First computed	2026-07-05T07:52:13.356286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2262f733da037bad5729243d714ab589a4a7c2ffcc27fc8bf4a9956a25195b33

Aliases

arxiv: 2310.13061 · arxiv_version: 2310.13061v2 · doi: 10.48550/arxiv.2310.13061 · pith_short_12: EJRPOM62AN52 · pith_short_16: EJRPOM62AN522VZJ · pith_short_8: EJRPOM62

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/EJRPOM62AN522VZJEQ6XCSVVRG \
  | 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: 2262f733da037bad5729243d714ab589a4a7c2ffcc27fc8bf4a9956a25195b33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2c26c724254703418ba2db38d39933d60a496b271f6587438160199331abc56",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-19T18:01:10Z",
    "title_canon_sha256": "e6c7b4ea01cdf9888624a6bca91edd85502f2f04d6e5ec6c91de289f5fbf789b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13061",
    "kind": "arxiv",
    "version": 2
  }
}