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Pith Number

pith:NEJSSQX7

pith:2025:NEJSSQX73EMZUT4GQRG76RRWLV
not attested not anchored not stored refs pending

Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning

Chao Ma, Hanwang Zhang, Jingjing Jiang, Jun Luo, Xurui Song

arxiv:2507.07424 v1 · 2025-07-10 · cs.CV

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\usepackage{pith}
\pithnumber{NEJSSQX73EMZUT4GQRG76RRWLV}

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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

GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines
Receipt and verification
First computed 2026-07-05T11:34:57.711683Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

69132942ffd9199a4f86844dff46365d76fc71d2708d2db49152a1991144322f

Aliases

arxiv: 2507.07424 · arxiv_version: 2507.07424v1 · doi: 10.48550/arxiv.2507.07424 · pith_short_12: NEJSSQX73EMZ · pith_short_16: NEJSSQX73EMZUT4G · pith_short_8: NEJSSQX7
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/NEJSSQX73EMZUT4GQRG76RRWLV \
  | 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: 69132942ffd9199a4f86844dff46365d76fc71d2708d2db49152a1991144322f
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "28226107f6dd8aa4117957d7af16f70c5a19101caf5fcc788e7b3f85903c86a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-10T04:31:56Z",
    "title_canon_sha256": "a47e565760f6a23a33e1f2474913d7fad8bc80f790bb5dc44283360a1910c630"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07424",
    "kind": "arxiv",
    "version": 1
  }
}