Pith Number

pith:FQS5SHOU

pith:2023:FQS5SHOUNENWC7PRZSLQYLTM3J

not attested not anchored not stored refs pending

A Rainbow in Deep Network Black Boxes

Brice M\'enard, Florentin Guth, Gaspar Rochette, St\'ephane Mallat

arxiv:2305.18512 v3 · 2023-05-29 · cs.LG · cs.CV · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FQS5SHOUNENWC7PRZSLQYLTM3J}

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

Training Language Models to Use Prolog as a Tool

Receipt and verification

First computed	2026-07-05T09:25:30.071909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c25d91dd4691b617df1cc970c2e6cda715de5d2031f649b0a86a578081e7501

Aliases

arxiv: 2305.18512 · arxiv_version: 2305.18512v3 · doi: 10.48550/arxiv.2305.18512 · pith_short_12: FQS5SHOUNENW · pith_short_16: FQS5SHOUNENWC7PR · pith_short_8: FQS5SHOU

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/FQS5SHOUNENWC7PRZSLQYLTM3J \
  | 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: 2c25d91dd4691b617df1cc970c2e6cda715de5d2031f649b0a86a578081e7501

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5041bea4197b2f06520ecd9b5d3cc0cde172c0b14fd4e578cb0d1b66d5511b9c",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-29T17:09:26Z",
    "title_canon_sha256": "74587f1286e5d681a39ba26f4f0476d732b74831dd924504c41b4b0684e6b081"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18512",
    "kind": "arxiv",
    "version": 3
  }
}