Pith Number

pith:2I2GSVDK

pith:2025:2I2GSVDKWWKRF4WG7XJGCHLXN4

not attested not anchored not stored refs pending

Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs

Libo Qin, Min-Yen Kan, Wanxiang Che, Xiao Xu

arxiv:2506.11515 v1 · 2025-06-13 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2I2GSVDKWWKRF4WG7XJGCHLXN4}

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	2026-07-05T11:21:05.899257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d23469546ab59512f2c6fdd2611d776f2b7f6b71039d2fb2a75cf95c2dd7f759

Aliases

arxiv: 2506.11515 · arxiv_version: 2506.11515v1 · doi: 10.48550/arxiv.2506.11515 · pith_short_12: 2I2GSVDKWWKR · pith_short_16: 2I2GSVDKWWKRF4WG · pith_short_8: 2I2GSVDK

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/2I2GSVDKWWKRF4WG7XJGCHLXN4 \
  | 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: d23469546ab59512f2c6fdd2611d776f2b7f6b71039d2fb2a75cf95c2dd7f759

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1362145a7baefb57fad380621e5aedb1dbd0f16b1c1baad4e3c4df472a85a278",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-13T07:16:41Z",
    "title_canon_sha256": "429cdf3597de26e6599eab434d06c95c01c03d2d2060553f5e7a62cd6ad1d611"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11515",
    "kind": "arxiv",
    "version": 1
  }
}