Pith Number

pith:PCX6WI5R

pith:2021:PCX6WI5R6HFCIUEGMRUT3YDWMM

not attested not anchored not stored refs pending

True Few-Shot Learning with Prompts -- A Real-World Perspective

Hinrich Sch\"utze, Timo Schick

arxiv:2111.13440 v1 · 2021-11-26 · 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{PCX6WI5R6HFCIUEGMRUT3YDWMM}

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

An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts

Receipt and verification

First computed	2026-07-05T03:35:21.359402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78afeb23b1f1ca24508664693de076631a36c2030ae03a490326d81064a6a8d4

Aliases

arxiv: 2111.13440 · arxiv_version: 2111.13440v1 · doi: 10.48550/arxiv.2111.13440 · pith_short_12: PCX6WI5R6HFC · pith_short_16: PCX6WI5R6HFCIUEG · pith_short_8: PCX6WI5R

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/PCX6WI5R6HFCIUEGMRUT3YDWMM \
  | 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: 78afeb23b1f1ca24508664693de076631a36c2030ae03a490326d81064a6a8d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e10fe5bcf535f8069745c04e92519b3a37af7b76366e2ce2aeb8fc3e4dc698d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-11-26T11:49:07Z",
    "title_canon_sha256": "d664960b8b54777f49dc37118d086b234fd1510e2e565aeeb5767ed66cfceab3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.13440",
    "kind": "arxiv",
    "version": 1
  }
}