Pith Number

pith:BQQHAQ2Y

pith:2025:BQQHAQ2YGYSRA4N2EGLBWWHZUT

not attested not anchored not stored refs pending

Evidence Recomposition and Predictive Context Residualization for Visual Attribution in Multimodal Large Language Models

Jianjie Huang, Jiawei Liang, Ruoyu Chen, Shiming Liu, Siyuan Liang, Xianghao Jiao, Xiaochun Cao

arxiv:2509.22415 v3 · 2025-09-26 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQQHAQ2YGYSRA4N2EGLBWWHZUT}

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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

3 papers in Pith

When Correct Decisions Hide Internal Stress: Decision-State Probing in Multimodal Language Models

Mechanistic Insights into Functional Sparsity in Multimodal LLMs via CoRe Heads

MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference

Receipt and verification

First computed	2026-07-15T01:20:47.922835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c2070435836251071ba21961b58f9a4f5d79fbe515036193e94d1c4e3620d69

Aliases

arxiv: 2509.22415 · arxiv_version: 2509.22415v3 · doi: 10.48550/arxiv.2509.22415 · pith_short_12: BQQHAQ2YGYSR · pith_short_16: BQQHAQ2YGYSRA4N2 · pith_short_8: BQQHAQ2Y

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/BQQHAQ2YGYSRA4N2EGLBWWHZUT \
  | 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: 0c2070435836251071ba21961b58f9a4f5d79fbe515036193e94d1c4e3620d69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7041d88803a41370452c3a8e9edcb3c3613da5104a38c67a75dcaa506bcb9215",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-26T14:39:13Z",
    "title_canon_sha256": "f98d998949ced346411e4be32e83e28183035d5d29822e851bad1e45dd561f81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.22415",
    "kind": "arxiv",
    "version": 3
  }
}