Pith Number

pith:ECVRHHRC

pith:2025:ECVRHHRC256XCL2PSPKLX4OYCF

not attested not anchored not stored refs pending

The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models

Aaditya Naik, Adam Stein, Eric Wong, Mayur Naik, Neelay Velingker

arxiv:2505.24874 v1 · 2025-05-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ECVRHHRC256XCL2PSPKLX4OYCF}

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	2026-07-05T11:12:58.150958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20ab139e22d77d712f4f93d4bbf1d811780615f83fe571ab199311b74d00726f

Aliases

arxiv: 2505.24874 · arxiv_version: 2505.24874v1 · doi: 10.48550/arxiv.2505.24874 · pith_short_12: ECVRHHRC256X · pith_short_16: ECVRHHRC256XCL2P · pith_short_8: ECVRHHRC

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/ECVRHHRC256XCL2PSPKLX4OYCF \
  | 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: 20ab139e22d77d712f4f93d4bbf1d811780615f83fe571ab199311b74d00726f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfd4cfe8d9a117ab3621f4ed7f01de900f34d4ab7b18c2ce5c153431549279a3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T17:59:46Z",
    "title_canon_sha256": "5a9c15cca0eaf9bf36a39461442a8a78426fbfc5020c3b554814a2f2259b3680"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24874",
    "kind": "arxiv",
    "version": 1
  }
}