Pith Number

pith:E7CM2QQH

pith:2024:E7CM2QQHXXSY7ZMAG5DVLQBMSX

not attested not anchored not stored refs pending

The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky Patterns

Luca Salvatore Lorello, Marco Lippi, Stefano Melacci

arxiv:2402.17431 v1 · 2024-02-27 · cs.AI · 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{E7CM2QQHXXSY7ZMAG5DVLQBMSX}

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

LTLZinc: a Benchmarking Framework for Continual Learning and Neuro-Symbolic Temporal Reasoning

Receipt and verification

First computed	2026-07-05T07:49:46.612033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27c4cd4207bde58fe580374755c02c95c6456c5dd2e199154237c1744f5f6676

Aliases

arxiv: 2402.17431 · arxiv_version: 2402.17431v1 · doi: 10.48550/arxiv.2402.17431 · pith_short_12: E7CM2QQHXXSY · pith_short_16: E7CM2QQHXXSY7ZMA · pith_short_8: E7CM2QQH

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/E7CM2QQHXXSY7ZMAG5DVLQBMSX \
  | 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: 27c4cd4207bde58fe580374755c02c95c6456c5dd2e199154237c1744f5f6676

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8eb8c36e38ac1aa93dd0d1983947fbb4b709df373b6d411741588253b8c79ef4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-27T11:43:41Z",
    "title_canon_sha256": "cdb3f9b49457f3412efe4b86a6d2a74c7658445f715253d18394aebbc21d712e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17431",
    "kind": "arxiv",
    "version": 1
  }
}