Pith. sign in
Pith Number

pith:564EZXKG

pith:2026:564EZXKGUPKRV4JDUSBCDLKXQC
not attested not anchored not stored refs pending

Propose and Attend: Training-free MLLM Grounding Confidence via Multi-Token Localized Attention

Avi Ben Cohen, Daniel Shalam, Emanuel Ben Baruch, Tal Remez

arxiv:2607.05978 v1 · 2026-07-07 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{564EZXKGUPKRV4JDUSBCDLKXQC}

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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 2026-07-08T01:18:52.304713Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

efb84cdd46a3d51af123a48221ad57808078ca959da8420501a98fc58e3642f7

Aliases

arxiv: 2607.05978 · arxiv_version: 2607.05978v1 · doi: 10.48550/arxiv.2607.05978 · pith_short_12: 564EZXKGUPKR · pith_short_16: 564EZXKGUPKRV4JD · pith_short_8: 564EZXKG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/564EZXKGUPKRV4JDUSBCDLKXQC \
  | 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: efb84cdd46a3d51af123a48221ad57808078ca959da8420501a98fc58e3642f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "beff817f40b0f1cb965820d8a515a73cc65a2b58b55424d354b4563287f74c18",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-07T08:10:57Z",
    "title_canon_sha256": "9e1c01e5265874562dfe8ec85f7a3745017c1c98519e81e6050f393d5160dd57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05978",
    "kind": "arxiv",
    "version": 1
  }
}