Pith Number

pith:QDO56K6W

pith:2025:QDO56K6WHFDWWB4QUAXOI2YC6W

not attested not anchored not stored refs pending

CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs

Christian Ng, Heng Chen, Kexin Qiu, Xinyi Jiang, Yangshu Yuan

arxiv:2507.22074 v1 · 2025-07-22 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QDO56K6WHFDWWB4QUAXOI2YC6W}

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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.

Receipt and verification

First computed	2026-07-05T11:45:15.977753Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80dddf2bd639476b0790a02ee46b02f5a84d3f9a6427a4ec92a6a8f4df31a0c6

Aliases

arxiv: 2507.22074 · arxiv_version: 2507.22074v1 · doi: 10.48550/arxiv.2507.22074 · pith_short_12: QDO56K6WHFDW · pith_short_16: QDO56K6WHFDWWB4Q · pith_short_8: QDO56K6W

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/QDO56K6WHFDWWB4QUAXOI2YC6W \
  | 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: 80dddf2bd639476b0790a02ee46b02f5a84d3f9a6427a4ec92a6a8f4df31a0c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fc029f8b4b845d390de4c3c1dd97e12aa5dd6dde57db365eb30da1baa26cd4e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-22T18:39:18Z",
    "title_canon_sha256": "daa0877d59cc03290b0a11b124c9ad626d112f7c0b2a8680cdb9ceb6234e1317"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22074",
    "kind": "arxiv",
    "version": 1
  }
}