Pith Number

pith:6ZH4HJ4Q

pith:2025:6ZH4HJ4QKCL3G7LIDGVQHEGLXP

not attested not anchored not stored refs pending

Neuro-Symbolic Frameworks: Conceptual Characterization and Empirical Comparative Analysis

Danial Kamali, Parisa Kordjamshidi, Sania Sinha, Tanawan Premsri

arxiv:2509.07122 v1 · 2025-09-08 · cs.AI · cs.CL · cs.SC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6ZH4HJ4QKCL3G7LIDGVQHEGLXP}

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	2026-07-05T12:07:15.861358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f64fc3a7905097b37d6819ab0390cbbbff1b20bd858f9955ae0051eb21300753

Aliases

arxiv: 2509.07122 · arxiv_version: 2509.07122v1 · doi: 10.48550/arxiv.2509.07122 · pith_short_12: 6ZH4HJ4QKCL3 · pith_short_16: 6ZH4HJ4QKCL3G7LI · pith_short_8: 6ZH4HJ4Q

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/6ZH4HJ4QKCL3G7LIDGVQHEGLXP \
  | 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: f64fc3a7905097b37d6819ab0390cbbbff1b20bd858f9955ae0051eb21300753

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f7610be77c219d4832cc587fa8505233ea4f6d8b91ec3e247665792f9a5fe81",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-09-08T18:17:33Z",
    "title_canon_sha256": "2c3e40256fdaa3a55e774d2a47b77fe5b26191789140d1df92752224706d16b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07122",
    "kind": "arxiv",
    "version": 1
  }
}