Pith. sign in
Pith Number

pith:MVGHX3OA

pith:2024:MVGHX3OA5V65W7VABLMM47LZHS
not attested not anchored not stored refs pending

Self-Regulated Data-Free Knowledge Amalgamation for Text Classification

David Beymer, Ehsan Degan, Hongzhi Wang, Luyao Shi, Prashanth Vijayaraghavan, Tyler Baldwin

arxiv:2406.15476 v1 · 2024-06-16 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MVGHX3OA5V65W7VABLMM47LZHS}

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 2026-07-05T08:35:23.036574Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

654c7bedc0ed7ddb7ea00ad8ce7d793cb02ab96bd241cf62fd190fb88df87fec

Aliases

arxiv: 2406.15476 · arxiv_version: 2406.15476v1 · doi: 10.48550/arxiv.2406.15476 · pith_short_12: MVGHX3OA5V65 · pith_short_16: MVGHX3OA5V65W7VA · pith_short_8: MVGHX3OA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MVGHX3OA5V65W7VABLMM47LZHS \
  | 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: 654c7bedc0ed7ddb7ea00ad8ce7d793cb02ab96bd241cf62fd190fb88df87fec
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "660db3d79d6c47fd01ec99156b06eb480922963a148035ee9f7433b5441b9af6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-16T21:13:30Z",
    "title_canon_sha256": "0b6b4514bb9c6af05bf42baf537e3125b75632bab5eb35d13111dfaaa5fdc81d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15476",
    "kind": "arxiv",
    "version": 1
  }
}