Pith Number

pith:2RDFGCKK

pith:2022:2RDFGCKKIK3XINLSUHGIEJJUVI

not attested not anchored not stored refs pending

Structured Prompt Tuning

Chi-Liang Liu, Hung-yi Lee, Wen-tau Yih

arxiv:2205.12309 v1 · 2022-05-24 · 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{2RDFGCKKIK3XINLSUHGIEJJUVI}

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

ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts

Receipt and verification

First computed	2026-07-05T04:26:13.241650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d44653094a42b7743572a1cc822534aa06f61a5e6987ff9bfc9d9ee8526f07e2

Aliases

arxiv: 2205.12309 · arxiv_version: 2205.12309v1 · doi: 10.48550/arxiv.2205.12309 · pith_short_12: 2RDFGCKKIK3X · pith_short_16: 2RDFGCKKIK3XINLS · pith_short_8: 2RDFGCKK

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/2RDFGCKKIK3XINLSUHGIEJJUVI \
  | 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: d44653094a42b7743572a1cc822534aa06f61a5e6987ff9bfc9d9ee8526f07e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e02dee18bc42a62ae0adf9f756662abbfdea7f84f56d665a867e20cdbe4f7000",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-24T18:36:34Z",
    "title_canon_sha256": "1bf68e1a787908f23d3a0fc45f54749902afe9a64c8b1abf984f6315ba9eac39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12309",
    "kind": "arxiv",
    "version": 1
  }
}