Pith Number

pith:EDITCILO

pith:2026:EDITCILOSZX2AKHLEOGMC344CO

not attested not anchored not stored refs pending

Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding

Kai Han, Xiaohu Huang, Xiao Lin

arxiv:2607.15054 v1 · 2026-07-16 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EDITCILOSZX2AKHLEOGMC344CO}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-17T01:22:07.131223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20d131216e966fa028eb238cc16f9c13a63b298bfb900e8ce3fd5a5faf6510a3

Aliases

arxiv: 2607.15054 · arxiv_version: 2607.15054v1 · doi: 10.48550/arxiv.2607.15054 · pith_short_12: EDITCILOSZX2 · pith_short_16: EDITCILOSZX2AKHL · pith_short_8: EDITCILO

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/EDITCILOSZX2AKHLEOGMC344CO \
  | 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: 20d131216e966fa028eb238cc16f9c13a63b298bfb900e8ce3fd5a5faf6510a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41501c39fc395d3f7ea0101dd43b7a30fdac502561ba70a82efa3cdf2da54c1e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-16T14:31:16Z",
    "title_canon_sha256": "68545c3635c299ecedc64a52f19fcdb0a787a0f756e77ada1aaddd5830c4379e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15054",
    "kind": "arxiv",
    "version": 1
  }
}