Pith Number

pith:H4FACSR6

pith:2023:H4FACSR6Z2BW2DHDG7T4YTADYH

not attested not anchored not stored refs pending

Semantic Strengthening of Neuro-Symbolic Learning

Guy Van den Broeck, Kai-Wei Chang, Kareem Ahmed

arxiv:2302.14207 v1 · 2023-02-28 · cs.LG · 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{H4FACSR6Z2BW2DHDG7T4YTADYH}

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

Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review

Receipt and verification

First computed	2026-07-05T05:46:41.992854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f0a014a3ece836d0ce337e7cc4c03c1f2cc79e0bf4c40b24326f832f346d161

Aliases

arxiv: 2302.14207 · arxiv_version: 2302.14207v1 · doi: 10.48550/arxiv.2302.14207 · pith_short_12: H4FACSR6Z2BW · pith_short_16: H4FACSR6Z2BW2DHD · pith_short_8: H4FACSR6

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/H4FACSR6Z2BW2DHDG7T4YTADYH \
  | 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: 3f0a014a3ece836d0ce337e7cc4c03c1f2cc79e0bf4c40b24326f832f346d161

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee0111b98b2effffb1e7773e042871246554e628082020bae0228066a52bf7ee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-28T00:04:22Z",
    "title_canon_sha256": "12642a238bd6a8fa9957401250f75347cdca9095890fce13228b6e9691ec6c3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.14207",
    "kind": "arxiv",
    "version": 1
  }
}