Pith Number

pith:VFDEU5US

pith:2022:VFDEU5USIE2UAWQK5D5Q4SVOXA

not attested not anchored not stored refs pending

Towards using Few-Shot Prompt Learning for Automating Model Completion

Houari Sahraoui, Lola Burgue\~no, Meriem Ben Chaaben

arxiv:2212.03404 v1 · 2022-12-07 · cs.SE · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VFDEU5USIE2UAWQK5D5Q4SVOXA}

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	2026-07-05T05:23:15.756932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9464a76924135405a0ae8fb0e4aaeb810bef9cffad0b2d54f5454021bfc336e

Aliases

arxiv: 2212.03404 · arxiv_version: 2212.03404v1 · doi: 10.48550/arxiv.2212.03404 · pith_short_12: VFDEU5USIE2U · pith_short_16: VFDEU5USIE2UAWQK · pith_short_8: VFDEU5US

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/VFDEU5USIE2UAWQK5D5Q4SVOXA \
  | 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: a9464a76924135405a0ae8fb0e4aaeb810bef9cffad0b2d54f5454021bfc336e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9600a6670bf5b29357dc564380258dd977d92ae9d82c166f271d467369abe14",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-12-07T02:11:26Z",
    "title_canon_sha256": "f0ae9ae4f0ba36fa7645feb1ccbc48e5efcf381b2c695fed7b815dc128225cb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03404",
    "kind": "arxiv",
    "version": 1
  }
}