Pith. sign in
Pith Number

pith:6AGZU3GF

pith:2026:6AGZU3GFIOYQPJSSR3KXLHUDKG
not attested not anchored not stored refs pending

Spectral Signatures of Large Language Models

Hengrui Luo, Ishan V. Prasad, Pu Ren, Yaoqing Yang, Yuanzhe Hu, Zhuoying Zhang, Zihang Liu

arxiv:2607.03377 v1 · 2026-07-03 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6AGZU3GFIOYQPJSSR3KXLHUDKG}

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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 2026-07-07T02:17:40.339188Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f00d9a6cc543b107a6528ed5759e8351a76196d4156cbd675c9ceb5e48e9e22a

Aliases

arxiv: 2607.03377 · arxiv_version: 2607.03377v1 · doi: 10.48550/arxiv.2607.03377 · pith_short_12: 6AGZU3GFIOYQ · pith_short_16: 6AGZU3GFIOYQPJSS · pith_short_8: 6AGZU3GF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6AGZU3GFIOYQPJSSR3KXLHUDKG \
  | 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: f00d9a6cc543b107a6528ed5759e8351a76196d4156cbd675c9ceb5e48e9e22a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4849e36b4f360134a88928d3d6b4057e7ee43ffb43bef38c65f1a592ca080c1a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-03T14:30:22Z",
    "title_canon_sha256": "fcbe5a4f512ee5846ebe05ca7ce2e1ccd0ce6ef9ba0dbbc6b955700c6b52ef49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03377",
    "kind": "arxiv",
    "version": 1
  }
}