Pith Number

pith:H7TWAQSL

pith:2023:H7TWAQSLGB4HLVB75TMH6YS6CF

not attested not anchored not stored refs pending

Understanding Grokking Through A Robustness Viewpoint

Weiran Huang, Zhiquan Tan

arxiv:2311.06597 v2 · 2023-11-11 · cs.LG · 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{H7TWAQSLGB4HLVB75TMH6YS6CF}

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

GrokAlign: Geometric Characterisation and Acceleration of Grokking

Receipt and verification

First computed	2026-07-05T07:40:43.007788Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fe760424b307875d43fecd87f625e116780d8eb5fdbf165c970c68f8d187d08

Aliases

arxiv: 2311.06597 · arxiv_version: 2311.06597v2 · doi: 10.48550/arxiv.2311.06597 · pith_short_12: H7TWAQSLGB4H · pith_short_16: H7TWAQSLGB4HLVB7 · pith_short_8: H7TWAQSL

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/H7TWAQSLGB4HLVB75TMH6YS6CF \
  | 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: 3fe760424b307875d43fecd87f625e116780d8eb5fdbf165c970c68f8d187d08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c77da1163579b6c59d4dbf5ce7f39ae76c4e8c1eb0e4331ff4cc2fc56968e1e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-11T15:45:44Z",
    "title_canon_sha256": "8ed424a9d0699eb1d022b681af99fc60221604f0ecd4f15fd3d348972196cfd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.06597",
    "kind": "arxiv",
    "version": 2
  }
}