Pith Number

pith:BS7NNZNR

pith:2025:BS7NNZNRDLSPH6Z7A4GXF2U3PF

not attested not anchored not stored refs pending

Neuro-Symbolic AI in 2024: A Systematic Review

Brandon C. Colelough, William Regli

arxiv:2501.05435 v2 · 2025-01-09 · 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{BS7NNZNRDLSPH6Z7A4GXF2U3PF}

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

6 papers in Pith

The Almost Intelligent Revolution: Options for Scaling Up Deliberation and Empowering People with AI

Neuro-Symbolic Agents for Regulated Process Automation: Challenges and Research Agenda

Homoglyph-based Adversarial Perturbation of Introductory Computer Science Theory Problems

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

Neuro-Symbolic Control with Large Language Models for Language-Guided Spatial Tasks

Receipt and verification

First computed	2026-07-05T10:45:16.215187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0cbed6e5b11ae4f3fb3f070d72ea9b795dd6ab4f5f93db550f6ef20ecab1060c

Aliases

arxiv: 2501.05435 · arxiv_version: 2501.05435v2 · doi: 10.48550/arxiv.2501.05435 · pith_short_12: BS7NNZNRDLSP · pith_short_16: BS7NNZNRDLSPH6Z7 · pith_short_8: BS7NNZNR

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/BS7NNZNRDLSPH6Z7A4GXF2U3PF \
  | 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: 0cbed6e5b11ae4f3fb3f070d72ea9b795dd6ab4f5f93db550f6ef20ecab1060c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fccbe36efc9a12cce9a2c21df9170860e926c6e3f62579db37e8dda8320af37",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-09T18:48:35Z",
    "title_canon_sha256": "43ba78e5b38558dce436fdf57e42c1d171b55baebf6d954c56e9874766c26e8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05435",
    "kind": "arxiv",
    "version": 2
  }
}