Pith Number

pith:TP74WTQG

pith:2026:TP74WTQGQGRA3DFEKAQ7PPBJ2L

not attested not anchored not stored refs pending

Personalizing MLLMs via Reinforced Multimodal Reference Game

Davide Talon, Deepayan Das, Elisa Ricci, Massimiliano Mancini, Yiming Wang

arxiv:2606.28845 v1 · 2026-06-27 · 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{TP74WTQGQGRA3DFEKAQ7PPBJ2L}

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	2026-06-30T01:16:54.257884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bffcb4e0681a20d8ca45021f7bc29d2c4e3eb9d1fdf61e486284d7bb180559c

Aliases

arxiv: 2606.28845 · arxiv_version: 2606.28845v1 · doi: 10.48550/arxiv.2606.28845 · pith_short_12: TP74WTQGQGRA · pith_short_16: TP74WTQGQGRA3DFE · pith_short_8: TP74WTQG

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/TP74WTQGQGRA3DFEKAQ7PPBJ2L \
  | 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: 9bffcb4e0681a20d8ca45021f7bc29d2c4e3eb9d1fdf61e486284d7bb180559c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "817dfedfcecd1ac9dd985f6307fc54048f211f1fbbbf035a927ef63f90d6e8ba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-27T10:12:09Z",
    "title_canon_sha256": "3790c89b2474734d9d23a163a8aab3cd44235d56a1e1c40b427953f2d25c535f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28845",
    "kind": "arxiv",
    "version": 1
  }
}