Pith Number

pith:XJFF3DD5

pith:2025:XJFF3DD5E426NKFESODBUYCL57

not attested not anchored not stored refs pending

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs

Hongyang He, Hongzhe Huang, Jianxiang An, Siliang Tang, Tianwei Lin, Wenqiao Zhang, Yang Dai, Yueting Zhuang, Zheqi Lv

arxiv:2506.23940 v2 · 2025-06-30 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XJFF3DD5E426NKFESODBUYCL57}

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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.

Cited by

1 paper in Pith

EgoCoT-Bench: Benchmarking Grounded and Verifiable Operation-Centric Chain of Thought Reasoning for MLLMs

Receipt and verification

First computed	2026-07-05T11:30:04.161287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba4a5d8c7d2735e6a8a493861a604beff4d248706e98a2111acdafd545278aee

Aliases

arxiv: 2506.23940 · arxiv_version: 2506.23940v2 · doi: 10.48550/arxiv.2506.23940 · pith_short_12: XJFF3DD5E426 · pith_short_16: XJFF3DD5E426NKFE · pith_short_8: XJFF3DD5

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/XJFF3DD5E426NKFESODBUYCL57 \
  | 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: ba4a5d8c7d2735e6a8a493861a604beff4d248706e98a2111acdafd545278aee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5af0ef4f224f2173831ace039d80307435401a5091bcd170660b6f0f95278b2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-30T15:07:41Z",
    "title_canon_sha256": "87091b49fadf74bffeb66b394f9690a98c5c8015d4ab91da5ca049fdd1790448"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23940",
    "kind": "arxiv",
    "version": 2
  }
}