Pith Number

pith:ZVLIRUOY

pith:2026:ZVLIRUOYB454UMAEO6DYUVWIPC

not attested not anchored not stored refs pending

Advancing Graph Few-Shot Learning via In-Context Learning

Bowen Cao, Chunli Guo, Fausto Giunchiglia, Renchu Guan, Wei Pang, Xiaoyue Feng, Yajun Wang, Yonghao Liu

arxiv:2605.24410 v1 · 2026-05-23 · 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{ZVLIRUOYB454UMAEO6DYUVWIPC}

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	2026-05-26T01:03:38.071274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd5688d1d80f3bca300477878a56c87885bd52213b22daf7df291ef70cdf520c

Aliases

arxiv: 2605.24410 · arxiv_version: 2605.24410v1 · doi: 10.48550/arxiv.2605.24410 · pith_short_12: ZVLIRUOYB454 · pith_short_16: ZVLIRUOYB454UMAE · pith_short_8: ZVLIRUOY

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/ZVLIRUOYB454UMAEO6DYUVWIPC \
  | 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: cd5688d1d80f3bca300477878a56c87885bd52213b22daf7df291ef70cdf520c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e9585792abc9f02afd691af0f45cf4a7e17584d50f84c14c70d0c69cc1ec972",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-23T05:43:15Z",
    "title_canon_sha256": "0cc21f93f3cd1b7f739bb635a06b626551de2363f1b224447ee7f4a454d59390"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24410",
    "kind": "arxiv",
    "version": 1
  }
}