Pith Number

pith:N6TOXTS7

pith:2024:N6TOXTS7Y5QMSMVQICV2CUS77A

not attested not anchored not stored refs pending

Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanations

Alexander Gray, Kyle Harper Erwin, Naweed Aghmad Khan, Ndivhuwo Makondo, Olga Vilenskaia, Parikshit Ram, Stephen Carrow, Tim Klinger

arxiv:2410.07966 v1 · 2024-10-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N6TOXTS7Y5QMSMVQICV2CUS77A}

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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

a1: Steep Test-time Scaling Law via Environment Augmented Generation

Receipt and verification

First computed	2026-07-05T09:18:46.770114Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fa6ebce5fc760c932b040aba1525ff80da2ed8bb409dfdb0a6da2b5c8cefdb2

Aliases

arxiv: 2410.07966 · arxiv_version: 2410.07966v1 · doi: 10.48550/arxiv.2410.07966 · pith_short_12: N6TOXTS7Y5QM · pith_short_16: N6TOXTS7Y5QMSMVQ · pith_short_8: N6TOXTS7

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/N6TOXTS7Y5QMSMVQICV2CUS77A \
  | 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: 6fa6ebce5fc760c932b040aba1525ff80da2ed8bb409dfdb0a6da2b5c8cefdb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6921c137c7bdbb074f34226d1006d870b04fab656dd01862efda1c3314e8aa6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T14:27:12Z",
    "title_canon_sha256": "d339b9fe8c00a4665a791686dbdb203fd20737c6f42bbe2c1b233d072c8d16ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07966",
    "kind": "arxiv",
    "version": 1
  }
}