Pith Number

pith:LS3OPROZ

pith:2024:LS3OPROZYC5QIBS44SAMVTI6P6

not attested not anchored not stored refs pending

Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning

Abbas Rahimi, Abu Sebastian, Giacomo Camposampiero, Michael Hersche, Roger Wattenhofer

arxiv:2412.05586 v1 · 2024-12-07 · cs.AI · cs.LG · 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{LS3OPROZYC5QIBS44SAMVTI6P6}

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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

Large Language Models Show Signs of Alignment with Human Neurocognition During Abstract Reasoning

Receipt and verification

First computed	2026-07-05T09:46:05.758631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cb6e7c5d9c0bb04065ce480cacd1e7fb907f847fe22badc25acb5a6ff322e6e

Aliases

arxiv: 2412.05586 · arxiv_version: 2412.05586v1 · doi: 10.48550/arxiv.2412.05586 · pith_short_12: LS3OPROZYC5Q · pith_short_16: LS3OPROZYC5QIBS4 · pith_short_8: LS3OPROZ

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/LS3OPROZYC5QIBS44SAMVTI6P6 \
  | 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: 5cb6e7c5d9c0bb04065ce480cacd1e7fb907f847fe22badc25acb5a6ff322e6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbf01aa9f98558840847019aad0bbec9e482644e68403cbceeb6cb25f49a3983",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-07T08:45:39Z",
    "title_canon_sha256": "a621d7fb6b0dd052be8f7f3a9e1f70e8ab03835843e0e6f3fa772f044f8ea672"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05586",
    "kind": "arxiv",
    "version": 1
  }
}