Pith Number

pith:HIMDRPSV

pith:2022:HIMDRPSVDM6SWNKPEGXMZUXMTD

not attested not anchored not stored refs pending

Grokking phase transitions in learning local rules with gradient descent

Bojan \v{Z}unkovi\v{c}, Enej Ilievski

arxiv:2210.15435 v1 · 2022-10-26 · cond-mat.stat-mech · 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{HIMDRPSVDM6SWNKPEGXMZUXMTD}

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

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

Receipt and verification

First computed	2026-07-05T05:11:06.196080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a1838be551b3d2b354f21aeccd2ec98f39f89a6060c073fe9f8dca5b21649bb

Aliases

arxiv: 2210.15435 · arxiv_version: 2210.15435v1 · doi: 10.48550/arxiv.2210.15435 · pith_short_12: HIMDRPSVDM6S · pith_short_16: HIMDRPSVDM6SWNKP · pith_short_8: HIMDRPSV

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/HIMDRPSVDM6SWNKPEGXMZUXMTD \
  | 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: 3a1838be551b3d2b354f21aeccd2ec98f39f89a6060c073fe9f8dca5b21649bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "710c1fc39114b0acd8efaf1e16d6a68cd3def7a8fccede1f16e063c7fa9fdaaf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.stat-mech",
    "submitted_at": "2022-10-26T11:07:04Z",
    "title_canon_sha256": "d5be81131b242d5b512dfbdab527ce03a5dbee06edd5aca2ef78a18419dc1b15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.15435",
    "kind": "arxiv",
    "version": 1
  }
}