Pith Number

pith:RGAZL6Y3

pith:2024:RGAZL6Y3TXRPHISY3OQZZ65YAL

not attested not anchored not stored refs pending

Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner

Feiyang Xu, Mingyue Cheng, Qingyang Mao, Xin Li, Yitong Zhou

arxiv:2412.20662 v3 · 2024-12-30 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{RGAZL6Y3TXRPHISY3OQZZ65YAL}

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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

2 papers in Pith

Semantic Triplet Restoration: A Novel Protocol for Hierarchical Table Understanding in Large Language Models

TableNet A Large-Scale Table Dataset with LLM-Powered Autonomous

Receipt and verification

First computed	2026-07-05T11:12:23.819671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

898195fb1b9de2f3a258dba19cfbb802d7105d59fe378cde4652ce180712d6bf

Aliases

arxiv: 2412.20662 · arxiv_version: 2412.20662v3 · doi: 10.48550/arxiv.2412.20662 · pith_short_12: RGAZL6Y3TXRP · pith_short_16: RGAZL6Y3TXRPHISY · pith_short_8: RGAZL6Y3

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/RGAZL6Y3TXRPHISY3OQZZ65YAL \
  | 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: 898195fb1b9de2f3a258dba19cfbb802d7105d59fe378cde4652ce180712d6bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "882d2403fc3f3636639630f3865bf95e12e2359f6e6d6e6e99882083de2f906f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-30T02:40:19Z",
    "title_canon_sha256": "d86aff7e2f7a1a20b274adaa45d18a8551aaaba93184415a32a177c01465bbe4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20662",
    "kind": "arxiv",
    "version": 3
  }
}