Pith Number

pith:D6FUWECW

pith:2023:D6FUWECW6L7OHGPZMS7MO3CTDH

not attested not anchored not stored refs pending

White-Box Transformers via Sparse Rate Reduction

Benjamin D. Haeffele, Druv Pai, Sam Buchanan, Shengbang Tong, Tianzhe Chu, Yaodong Yu, Yi Ma, Ziyang Wu

arxiv:2306.01129 v1 · 2023-06-01 · 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{D6FUWECW6L7OHGPZMS7MO3CTDH}

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	2026-07-05T06:16:38.403587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f8b4b1056f2fee399f964bec76c5319e3aad1885d5609a9f01be92f78528ac5

Aliases

arxiv: 2306.01129 · arxiv_version: 2306.01129v1 · doi: 10.48550/arxiv.2306.01129 · pith_short_12: D6FUWECW6L7O · pith_short_16: D6FUWECW6L7OHGPZ · pith_short_8: D6FUWECW

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/D6FUWECW6L7OHGPZMS7MO3CTDH \
  | 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: 1f8b4b1056f2fee399f964bec76c5319e3aad1885d5609a9f01be92f78528ac5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53e5153f0550d63eaec739b4a20e80b68ec0fd7a1b97abb400cd73b3ebd3c90d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-01T20:28:44Z",
    "title_canon_sha256": "a4fc98b5831620be033d26a03a25782b491fb4186ee76105661cdc670deb0363"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01129",
    "kind": "arxiv",
    "version": 1
  }
}