Pith Number

pith:YGQJK76Q

pith:2026:YGQJK76QCSUIPBV6OWXWNGGPFL

not attested not anchored not stored refs pending

Relevant and Irrelevant: A Renormalization Group Analysis of Transformer Attention

Irina Rish, Parviz Haggi-Mani

arxiv:2607.15449 v1 · 2026-07-16 · 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{YGQJK76QCSUIPBV6OWXWNGGPFL}

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	2026-07-20T00:18:34.662600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1a0957fd014a88786be75af6698cf2af1fd37a2ee8f167623fb9724a098a065

Aliases

arxiv: 2607.15449 · arxiv_version: 2607.15449v1 · doi: 10.48550/arxiv.2607.15449 · pith_short_12: YGQJK76QCSUI · pith_short_16: YGQJK76QCSUIPBV6 · pith_short_8: YGQJK76Q

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/YGQJK76QCSUIPBV6OWXWNGGPFL \
  | 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: c1a0957fd014a88786be75af6698cf2af1fd37a2ee8f167623fb9724a098a065

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b7729deabde7a09f3674a006832b09c76e1c6cbf96b5d395add57118b9dcf66",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-16T20:42:02Z",
    "title_canon_sha256": "0c2328f457be4d317086938b6361a8ee3081a6ce55ce9ac7d5631a97b79d1a40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15449",
    "kind": "arxiv",
    "version": 1
  }
}