Pith Number

pith:36COOF52

pith:2026:36COOF52A5Y3C4IZPN2POEOZLW

not attested not anchored not stored refs pending

Attention-guided Fine-tuning of Multimodal Large Language Models Improves Chain-of-Thought Reasoning

Aidong Zhang, Bohan Liu, Guangzhi Xiong, Sanchit Sinha, Zhenghao He

arxiv:2606.01558 v1 · 2026-06-01 · 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{36COOF52A5Y3C4IZPN2POEOZLW}

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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	2026-06-02T02:04:36.458451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df84e717ba0771b171197b74f711d95d870160024c021ec82b34294b515aac60

Aliases

arxiv: 2606.01558 · arxiv_version: 2606.01558v1 · doi: 10.48550/arxiv.2606.01558 · pith_short_12: 36COOF52A5Y3 · pith_short_16: 36COOF52A5Y3C4IZ · pith_short_8: 36COOF52

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/36COOF52A5Y3C4IZPN2POEOZLW \
  | 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: df84e717ba0771b171197b74f711d95d870160024c021ec82b34294b515aac60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91a234ba7ad34b1f3d737158b9307cce512bf67e8db8669b7b7f34e2d36fc52b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-01T02:02:23Z",
    "title_canon_sha256": "9fa27e6474ddfaf381990dd96e46a5763c13e57b11c03f15485aec287c24941e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01558",
    "kind": "arxiv",
    "version": 1
  }
}