Pith Number

pith:7XNBJK4P

pith:2026:7XNBJK4PHFKYZAKDA3M7FFEBRC

not attested not anchored not stored refs pending

The Key to Going Linear: Analysis-Driven Transformer Linearization

Anna Kuzina, Babak Ehteshami Bejnordi, Paul N. Whatmough

arxiv:2607.07706 v1 · 2026-07-08 · 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{7XNBJK4PHFKYZAKDA3M7FFEBRC}

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	2026-07-09T01:20:39.783944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdda14ab8f39558c814306d9f29481889b88bd5b5542367db0a6e551a7630212

Aliases

arxiv: 2607.07706 · arxiv_version: 2607.07706v1 · doi: 10.48550/arxiv.2607.07706 · pith_short_12: 7XNBJK4PHFKY · pith_short_16: 7XNBJK4PHFKYZAKD · pith_short_8: 7XNBJK4P

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/7XNBJK4PHFKYZAKDA3M7FFEBRC \
  | 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: fdda14ab8f39558c814306d9f29481889b88bd5b5542367db0a6e551a7630212

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f26cd29ff03fe2ef219f83d7087d2b7cac4e77c00d05b0ebfd1225edddf4bf7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-08T17:59:09Z",
    "title_canon_sha256": "3a460b98d87f39e363790d525d3a62549ec6265e8e39d50fe784896a6f4e0ff9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07706",
    "kind": "arxiv",
    "version": 1
  }
}