Pith Number

pith:IIK37U7S

pith:2024:IIK37U7SE4L6UUCRWKM2DG5UNE

not attested not anchored not stored refs pending

Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional propagation of values and densities

Jarek Duda

arxiv:2405.05097 v8 · 2024-05-08 · cs.LG · stat.ML

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

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\usepackage{pith}
\pithnumber{IIK37U7SE4L6UUCRWKM2DG5UNE}

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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.

Cited by

1 paper in Pith

An Empirical Study of Sustainability in Prompt-driven Test Script Generation Using Small Language Models

Receipt and verification

First computed	2026-05-20T00:05:25.272754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4215bfd3f22717ea5051b299a19bb46902aafe52790743d1da8984b253d99e63

Aliases

arxiv: 2405.05097 · arxiv_version: 2405.05097v8 · doi: 10.48550/arxiv.2405.05097 · pith_short_12: IIK37U7SE4L6 · pith_short_16: IIK37U7SE4L6UUCR · pith_short_8: IIK37U7S

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/IIK37U7SE4L6UUCRWKM2DG5UNE \
  | 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: 4215bfd3f22717ea5051b299a19bb46902aafe52790743d1da8984b253d99e63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "517682fdf6537dd962195f940f4866562bd7eb61aa9699b434bde9df84412629",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-08T14:49:27Z",
    "title_canon_sha256": "21d30cbeaf7664e2ae55fc1f9ec22b7e72478c07469d8b9cb4f2699ffaa3c11c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05097",
    "kind": "arxiv",
    "version": 8
  }
}