Pith Number

pith:QAAJLHFJ

pith:2023:QAAJLHFJ6MNGHUEXLBC2KBET7E

not attested not anchored not stored refs pending

Understanding and Leveraging the Learning Phases of Neural Networks

Johannes Schneider, Mohit Prabhushankar

arxiv:2312.06887 v2 · 2023-12-11 · 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{QAAJLHFJ6MNGHUEXLBC2KBET7E}

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.

Receipt and verification

First computed	2026-07-05T07:24:02.925628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8000959ca9f31a63d0975845a50493f9235ea01c75e2b99f8b4ec399e8565047

Aliases

arxiv: 2312.06887 · arxiv_version: 2312.06887v2 · doi: 10.48550/arxiv.2312.06887 · pith_short_12: QAAJLHFJ6MNG · pith_short_16: QAAJLHFJ6MNGHUEX · pith_short_8: QAAJLHFJ

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/QAAJLHFJ6MNGHUEXLBC2KBET7E \
  | 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: 8000959ca9f31a63d0975845a50493f9235ea01c75e2b99f8b4ec399e8565047

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3a7ceaef288856a1b38363ad3890d03e82a2f21a787adb38ef10f6f2a5e93da",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-11T23:20:58Z",
    "title_canon_sha256": "59ec976552b2b84af092b0ec9af49ebac6a7ea7066b7d32cf5c47ffc68bfbe98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06887",
    "kind": "arxiv",
    "version": 2
  }
}