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Pith Number

pith:KV5DX2GJ

pith:2024:KV5DX2GJAVCG6HDIWQGZORET7X
not attested not anchored not stored refs pending

Reasoning Limitations of Multimodal Large Language Models. A Case Study of Bongard Problems

Jacek Ma\'ndziuk, Miko{\l}aj Ma{\l}ki\'nski, Szymon Pawlonka

arxiv:2411.01173 v2 · 2024-11-02 · cs.AI · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{KV5DX2GJAVCG6HDIWQGZORET7X}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:25:40.191994Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

557a3be8c905446f1c68b40d974493fdd039275f01c32731a21cb820a46e15bf

Aliases

arxiv: 2411.01173 · arxiv_version: 2411.01173v2 · doi: 10.48550/arxiv.2411.01173 · pith_short_12: KV5DX2GJAVCG · pith_short_16: KV5DX2GJAVCG6HDI · pith_short_8: KV5DX2GJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KV5DX2GJAVCG6HDIWQGZORET7X \
  | 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: 557a3be8c905446f1c68b40d974493fdd039275f01c32731a21cb820a46e15bf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2f3265dd5e6a7736baceb5e870c7eb9b6d2018d4b6097bbd3c51646490a812d7",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-02T08:06:30Z",
    "title_canon_sha256": "1d6d9f40b0f42ae6e9f64d5929fb3af69696e173becbe00628cfdca3ca3e2ea9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01173",
    "kind": "arxiv",
    "version": 2
  }
}