Pith Number

pith:QY2AMIDQ

pith:2024:QY2AMIDQFZUKIN6TEZFN4TGKJ5

not attested not anchored not stored refs pending

What Makes Multimodal In-Context Learning Work?

Benjamin Piwowarski, Folco Bertini Baldassini, Laure Soulier, Matthieu Cord, Mustafa Shukor

arxiv:2404.15736 v2 · 2024-04-24 · 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{QY2AMIDQFZUKIN6TEZFN4TGKJ5}

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.

Receipt and verification

First computed	2026-07-05T08:12:00.062631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86340620702e68a437d3264ade4cca4f79fc7a811fca920fd791f94a8d900c6e

Aliases

arxiv: 2404.15736 · arxiv_version: 2404.15736v2 · doi: 10.48550/arxiv.2404.15736 · pith_short_12: QY2AMIDQFZUK · pith_short_16: QY2AMIDQFZUKIN6T · pith_short_8: QY2AMIDQ

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/QY2AMIDQFZUKIN6TEZFN4TGKJ5 \
  | 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: 86340620702e68a437d3264ade4cca4f79fc7a811fca920fd791f94a8d900c6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dca81a58c07cc51de82065ab1301aa0c3cae60b98bba7a2c75b28e48dcd7b5da",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-24T08:50:45Z",
    "title_canon_sha256": "8ac8ce3aa374bfd1c4e2fe941b5742217e0ebb2795faa0536889c3d2fb0500d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15736",
    "kind": "arxiv",
    "version": 2
  }
}