Pith Number

pith:7IPC2RVA

pith:2021:7IPC2RVA4FESS7EVV5P7JQWXLL

not attested not anchored not stored refs pending

Semantic-Based Few-Shot Learning by Interactive Psychometric Testing

Lu Yin, Mykola Pechenizkiy, Vlado Menkovski, Yulong Pei

arxiv:2112.09201 v2 · 2021-12-16 · 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{7IPC2RVA4FESS7EVV5P7JQWXLL}

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

1 paper in Pith

Aspect-Based Few-Shot Learning

Receipt and verification

First computed	2026-07-05T04:00:21.319152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa1e2d46a0e149297c95af5ff4c2d75ac2a0e13658362fda4c02baee22bc4cd4

Aliases

arxiv: 2112.09201 · arxiv_version: 2112.09201v2 · doi: 10.48550/arxiv.2112.09201 · pith_short_12: 7IPC2RVA4FES · pith_short_16: 7IPC2RVA4FESS7EV · pith_short_8: 7IPC2RVA

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/7IPC2RVA4FESS7EVV5P7JQWXLL \
  | 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: fa1e2d46a0e149297c95af5ff4c2d75ac2a0e13658362fda4c02baee22bc4cd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce98c6be365a5443e343558aec39d2e79dc25a11c68ae9cea80e721ee9d3c034",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-16T21:03:09Z",
    "title_canon_sha256": "ac994e9af4207478aa7e1b7144d7276077653f453ecb73de48af23877e1abfd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.09201",
    "kind": "arxiv",
    "version": 2
  }
}