Pith Number

pith:ULIAQI2B

pith:2021:ULIAQI2B2EZPZNVFAHRZYFS3VF

not attested not anchored not stored refs pending

Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey

Huajun Chen, Ian Horrocks, Jeff Z. Pan, Jiaoyan Chen, Wen Zhang, Yuan He, Yuxia Geng, Zhuo Chen

arxiv:2112.10006 v6 · 2021-12-18 · cs.LG · 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{ULIAQI2B2EZPZNVFAHRZYFS3VF}

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	2026-07-05T05:22:05.433068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2d0082341d132fcb6a501e39c165ba9729c20b4c094d6517b9ec3d786a9f19c

Aliases

arxiv: 2112.10006 · arxiv_version: 2112.10006v6 · doi: 10.48550/arxiv.2112.10006 · pith_short_12: ULIAQI2B2EZP · pith_short_16: ULIAQI2B2EZPZNVF · pith_short_8: ULIAQI2B

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/ULIAQI2B2EZPZNVFAHRZYFS3VF \
  | 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: a2d0082341d132fcb6a501e39c165ba9729c20b4c094d6517b9ec3d786a9f19c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ccc65a87a2649c2ae6fe318ceb23b70273c083cbf14bd45fadc9c2de8a2d5dd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-18T21:40:50Z",
    "title_canon_sha256": "8bff8a67caff48cead145ff22be1abeccfaac820059fbb2b02c3f0fc3854430d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.10006",
    "kind": "arxiv",
    "version": 6
  }
}