Pith Number

pith:2WGDFHCJ

pith:2024:2WGDFHCJRSRN5BLUKO5QTKNGM4

not attested not anchored not stored refs pending

DeepLL: Considering Linear Logic for the Analysis of Deep Learning Experiments

Nick Papoulias

arxiv:2501.00169 v1 · 2024-12-30 · cs.PL · cs.AI · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2WGDFHCJRSRN5BLUKO5QTKNGM4}

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.

Receipt and verification

First computed	2026-07-05T09:55:40.161368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d58c329c498ca2de857453bb09a9a6673dc4b60adaf9ea424706d1e45eaf9ea3

Aliases

arxiv: 2501.00169 · arxiv_version: 2501.00169v1 · doi: 10.48550/arxiv.2501.00169 · pith_short_12: 2WGDFHCJRSRN · pith_short_16: 2WGDFHCJRSRN5BLU · pith_short_8: 2WGDFHCJ

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/2WGDFHCJRSRN5BLUKO5QTKNGM4 \
  | 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: d58c329c498ca2de857453bb09a9a6673dc4b60adaf9ea424706d1e45eaf9ea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dee9e01010fd7688415a3904de130e39bbbaa14e27cbc7a423f9e8c2fa84054",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2024-12-30T22:38:56Z",
    "title_canon_sha256": "5c9e3f5d90b67fac85650a3dad1edb75ba58a9e925cc4a2cc933c00430c7d425"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00169",
    "kind": "arxiv",
    "version": 1
  }
}