Pith Number

pith:DPWVSL3G

pith:2022:DPWVSL3GBG5MMLIXI2DT2YBCMY

not attested not anchored not stored refs pending

MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Hexiang Hu, Pat Verga, Wenhu Chen, William W. Cohen, Xi Chen

arxiv:2210.02928 v2 · 2022-10-06 · cs.CL · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{DPWVSL3GBG5MMLIXI2DT2YBCMY}

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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

5 papers in Pith

Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Multi-Agent O&M Assistant

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation

MMSearch-R1: Incentivizing LMMs to Search

SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation

Receipt and verification

First computed	2026-07-05T05:08:31.125384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bed592f6609bac62d1746873d6022663ace7f6fb2417bd716273c9a0b0c21e7

Aliases

arxiv: 2210.02928 · arxiv_version: 2210.02928v2 · doi: 10.48550/arxiv.2210.02928 · pith_short_12: DPWVSL3GBG5M · pith_short_16: DPWVSL3GBG5MMLIX · pith_short_8: DPWVSL3G

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/DPWVSL3GBG5MMLIXI2DT2YBCMY \
  | 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: 1bed592f6609bac62d1746873d6022663ace7f6fb2417bd716273c9a0b0c21e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e28e289f104ddd8bdfdb6530c05b0dde8d5c87c87797ecab33a82a6621a9a18e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-06T13:58:03Z",
    "title_canon_sha256": "ba1884a1b32b5b65752b2e2545f9ebda8ccbfd59325730306573c5a23e57f570"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02928",
    "kind": "arxiv",
    "version": 2
  }
}