Pith Number

pith:ORVL3UB4

pith:2025:ORVL3UB4IPLTLEWT4MHFOMFBB3

not attested not anchored not stored refs pending

MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models

Geewook Kim, Gio Paik, Jinbae Im

arxiv:2506.04688 v1 · 2025-06-05 · cs.CL · cs.AI · 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{ORVL3UB4IPLTLEWT4MHFOMFBB3}

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	2026-07-05T11:16:18.885824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

746abdd03c43d73592d3e30e5730a10efbb5223095bb54e27451ea8c22eb2fd5

Aliases

arxiv: 2506.04688 · arxiv_version: 2506.04688v1 · doi: 10.48550/arxiv.2506.04688 · pith_short_12: ORVL3UB4IPLT · pith_short_16: ORVL3UB4IPLTLEWT · pith_short_8: ORVL3UB4

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/ORVL3UB4IPLTLEWT4MHFOMFBB3 \
  | 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: 746abdd03c43d73592d3e30e5730a10efbb5223095bb54e27451ea8c22eb2fd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7779b8a87b6b72615bf7c7c4e7e1eff689c48f281a3bfef117263c511ea018a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-05T07:11:36Z",
    "title_canon_sha256": "6101e68afa10390d197505c59fb9c4bf0e9e9b1e2bf78b395bacee341dc0bfa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04688",
    "kind": "arxiv",
    "version": 1
  }
}