Pith Number

pith:HYAG7P25

pith:2026:HYAG7P252AFVTUD5HIEPMHIVF3

not attested not anchored not stored refs pending

Learning to Select Visual In-Context Demonstrations

Eugene Lee, Jiajie Diao, Yu-Chi Lin

arxiv:2603.26775 v1 · 2026-03-24 · cs.LG · cs.AI · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HYAG7P252AFVTUD5HIEPMHIVF3}

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	2026-08-04T02:40:29.176531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e006fbf5dd00b59d07d3a08f61d152efbd49ba33e9c5958093a14b87c961ced

Aliases

arxiv: 2603.26775 · arxiv_version: 2603.26775v1 · doi: 10.48550/arxiv.2603.26775 · pith_short_12: HYAG7P252AFV · pith_short_16: HYAG7P252AFVTUD5 · pith_short_8: HYAG7P25

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/HYAG7P252AFVTUD5HIEPMHIVF3 \
  | 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: 3e006fbf5dd00b59d07d3a08f61d152efbd49ba33e9c5958093a14b87c961ced

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1877595b7bb118e8cfe268206e2a4c073dc1ade96a177cfe283f46814b22a9cd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-24T18:07:40Z",
    "title_canon_sha256": "fd65253ddcb9b85e34444bb83714702da4c2384d32cb02e00f67a2c9d6e0808d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.26775",
    "kind": "arxiv",
    "version": 1
  }
}