Pith Number

pith:FZOGAFWP

pith:2023:FZOGAFWPKD7PVQNKXZS7H6SUUL

not attested not anchored not stored refs pending

Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs

Chenyang Yang, Christian K\"astner, Grace A. Lewis, Rachel Brower-Sinning, Rishabh Rustogi, Tongshuang Wu

arxiv:2310.09668 v1 · 2023-10-14 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FZOGAFWPKD7PVQNKXZS7H6SUUL}

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

From Legal Text to Tech Specs: Generative AI's Interpretation of Consent in Privacy Law

Receipt and verification

First computed	2026-07-05T07:01:09.446636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e5c6016cf50fefac1aabe65f3fa54a2e1d33a3690708c8f6cdbab2efdf2b3d7

Aliases

arxiv: 2310.09668 · arxiv_version: 2310.09668v1 · doi: 10.48550/arxiv.2310.09668 · pith_short_12: FZOGAFWPKD7P · pith_short_16: FZOGAFWPKD7PVQNK · pith_short_8: FZOGAFWP

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/FZOGAFWPKD7PVQNKXZS7H6SUUL \
  | 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: 2e5c6016cf50fefac1aabe65f3fa54a2e1d33a3690708c8f6cdbab2efdf2b3d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1982c6857479d5f7f4b547fa629c3ac58dd1cc36c5d6348712cef1a20b0dc9b3",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-14T21:24:03Z",
    "title_canon_sha256": "369b8c6dc16df40c83d8e2785d8943036cb5f8462dd840773dafb0bdd5c681ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09668",
    "kind": "arxiv",
    "version": 1
  }
}