Pith Number

pith:ERCU6ZXO

pith:2026:ERCU6ZXOH3BXC32W5DKMDONRAY

not attested not anchored not stored refs pending

Generic Interpretation Approach for Transformer Models Incorporating Heterogenous Attention Structures

Huajun Chen, Xiaohui Fan, Yongjin Cui

arxiv:2605.27458 v1 · 2026-05-25 · cs.CV · cs.AI · cs.CL · 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{ERCU6ZXOH3BXC32W5DKMDONRAY}

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	2026-05-28T00:05:19.673695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24454f66ee3ec3716f56e8d4c1b9b106294e0c648f38ad0f5ecc739457f94f00

Aliases

arxiv: 2605.27458 · arxiv_version: 2605.27458v1 · doi: 10.48550/arxiv.2605.27458 · pith_short_12: ERCU6ZXOH3BX · pith_short_16: ERCU6ZXOH3BXC32W · pith_short_8: ERCU6ZXO

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/ERCU6ZXOH3BXC32W5DKMDONRAY \
  | 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: 24454f66ee3ec3716f56e8d4c1b9b106294e0c648f38ad0f5ecc739457f94f00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ff33f05c797c07888febd0f03377564032f5faaf1e1ee09deddfc3ff4e65767",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-25T17:42:53Z",
    "title_canon_sha256": "95b103fb323ee7125635fb0718cc7f66a50e11d07024c2367d1a949a68452713"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27458",
    "kind": "arxiv",
    "version": 1
  }
}