Pith Number

pith:UCGEUNUS

pith:2022:UCGEUNUSTV3KZ5MKB2WO27JOQS

not attested not anchored not stored refs pending

Generating Training Data with Language Models: Towards Zero-Shot Language Understanding

Jiawei Han, Jiaxin Huang, Yu Meng, Yu Zhang

arxiv:2202.04538 v2 · 2022-02-09 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UCGEUNUSTV3KZ5MKB2WO27JOQS}

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

A Single Rewrite Suffices: Empirical Lessons from Production Skill Description Optimization

Receipt and verification

First computed	2026-07-05T05:05:45.443260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a08c4a36929d76acf58a0eaced7d2e848d5225e99695e230b6678f048eed59c7

Aliases

arxiv: 2202.04538 · arxiv_version: 2202.04538v2 · doi: 10.48550/arxiv.2202.04538 · pith_short_12: UCGEUNUSTV3K · pith_short_16: UCGEUNUSTV3KZ5MK · pith_short_8: UCGEUNUS

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/UCGEUNUSTV3KZ5MKB2WO27JOQS \
  | 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: a08c4a36929d76acf58a0eaced7d2e848d5225e99695e230b6678f048eed59c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2448f18dfe38b9b8709b72269248c95afe08ddf3bbafac67a49d1a19e42f0c7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-02-09T16:02:18Z",
    "title_canon_sha256": "df458f41de2d17572edcdca61e4c40f8b86fd75f81a41267ce53b8c45d6571db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.04538",
    "kind": "arxiv",
    "version": 2
  }
}