Pith Number

pith:7ZMX4MQX

pith:2022:7ZMX4MQX43AU6MXCRS273HP72A

not attested not anchored not stored refs pending

Retrieval-Augmented Multimodal Language Modeling

Armen Aghajanyan, Jure Leskovec, Luke Zettlemoyer, Michihiro Yasunaga, Mike Lewis, Percy Liang, Rich James, Weijia Shi, Wen-tau Yih

arxiv:2211.12561 v2 · 2022-11-22 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7ZMX4MQX43AU6MXCRS273HP72A}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

14 papers in Pith

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Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity

Qiskit Code Migration with LLMs

Retrieval-Augmented Generation for Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T06:17:42.690444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe597e3217e6c14f32e28cb5fd9dffd02eea2bd22b2806d04aa219574220b1ef

Aliases

arxiv: 2211.12561 · arxiv_version: 2211.12561v2 · doi: 10.48550/arxiv.2211.12561 · pith_short_12: 7ZMX4MQX43AU · pith_short_16: 7ZMX4MQX43AU6MXC · pith_short_8: 7ZMX4MQX

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/7ZMX4MQX43AU6MXCRS273HP72A \
  | 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: fe597e3217e6c14f32e28cb5fd9dffd02eea2bd22b2806d04aa219574220b1ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a45f8bd32ebc4991e7e063dd4ba7d0411721356c43185d291921cfe62d927af3",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-22T20:26:44Z",
    "title_canon_sha256": "2db65baa3f5058b9bcb69cfb0cc36148a4a9c9417be9e02f9f798828a7fc0bd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.12561",
    "kind": "arxiv",
    "version": 2
  }
}