Pith Number

pith:SPSHC46Z

pith:2025:SPSHC46ZMRD3P3SF3QYJIDIGZE

not attested not anchored not stored refs pending

On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms

Coung Ly, Cynthia Matuszek, Jasen Babcock, Jessie Yaros, Luke E. Richards, Robin Cosbey, Timothy Doster

arxiv:2502.08932 v1 · 2025-02-13 · cs.AI · 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{SPSHC46ZMRD3P3SF3QYJIDIGZE}

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

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities

Receipt and verification

First computed	2026-07-05T10:13:49.993328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93e47173d96447b7ee45dc30940d06c90725526eef2482ec3d3ce59ac7673e25

Aliases

arxiv: 2502.08932 · arxiv_version: 2502.08932v1 · doi: 10.48550/arxiv.2502.08932 · pith_short_12: SPSHC46ZMRD3 · pith_short_16: SPSHC46ZMRD3P3SF · pith_short_8: SPSHC46Z

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/SPSHC46ZMRD3P3SF3QYJIDIGZE \
  | 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: 93e47173d96447b7ee45dc30940d06c90725526eef2482ec3d3ce59ac7673e25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a52a44518a6bd4844ba53cf2cd5842e0773ac2ea6bbf94ed8ee16b48f458741d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-13T03:29:42Z",
    "title_canon_sha256": "a4e99d89b565e624b4e234dca93e40d0ef8f5c33b62a10fc58d118ed8bc3897b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08932",
    "kind": "arxiv",
    "version": 1
  }
}