Pith Number

pith:IOFN2F3P

pith:2025:IOFN2F3PYZZXUUJJT2F3Z7YCX2

not attested not anchored not stored refs pending

From Pixels and Words to Waves: A Unified Framework for Spectral Dictionary vLLMs

Andrew Kiruluta, Priscilla Burity

arxiv:2506.18943 v1 · 2025-06-22 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IOFN2F3PYZZXUUJJT2F3Z7YCX2}

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.

Cited by

1 paper in Pith

Operator-Based Machine Intelligence: A Hilbert Space Framework for Spectral Learning and Symbolic Reasoning

Receipt and verification

First computed	2026-07-05T11:26:06.927845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

438add176fc6737a51299e8bbcff02beb00a2662f28a8d885f499fde14a9a91b

Aliases

arxiv: 2506.18943 · arxiv_version: 2506.18943v1 · doi: 10.48550/arxiv.2506.18943 · pith_short_12: IOFN2F3PYZZX · pith_short_16: IOFN2F3PYZZXUUJJ · pith_short_8: IOFN2F3P

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/IOFN2F3PYZZXUUJJT2F3Z7YCX2 \
  | 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: 438add176fc6737a51299e8bbcff02beb00a2662f28a8d885f499fde14a9a91b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b494771b004a313fa5e84ae43f97b2da1d067d5bcc5cd749f3b59e19ab0dc4f6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-22T23:48:02Z",
    "title_canon_sha256": "3eb19365d05135372e7b4369b32e534f64108943d10677d187836446e3a2ba8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18943",
    "kind": "arxiv",
    "version": 1
  }
}