Pith Number

pith:7CBJBS24

pith:2025:7CBJBS2477JS3LIH4MH5XLMYBL

not attested not anchored not stored refs pending

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms

Allison Koenecke, Emma Harvey, Rene F. Kizilcec

arxiv:2506.04419 v1 · 2025-06-04 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7CBJBS2477JS3LIH4MH5XLMYBL}

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

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups

Receipt and verification

First computed	2026-07-05T11:16:14.018914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f88290cb5cffd32dad07e30fdbad980ae2dd84ada3a5e0b09a8c8551f5c2c0ca

Aliases

arxiv: 2506.04419 · arxiv_version: 2506.04419v1 · doi: 10.48550/arxiv.2506.04419 · pith_short_12: 7CBJBS2477JS · pith_short_16: 7CBJBS2477JS3LIH · pith_short_8: 7CBJBS24

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/7CBJBS2477JS3LIH4MH5XLMYBL \
  | 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: f88290cb5cffd32dad07e30fdbad980ae2dd84ada3a5e0b09a8c8551f5c2c0ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4ecba9ccc5a507619a02532f84e1e388085c4371d7525d7b23aa8d907cfb79d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-06-04T19:58:51Z",
    "title_canon_sha256": "20bc798b56764cffdced8ff5243095cd0820f419acda850beb245a5635d4c915"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04419",
    "kind": "arxiv",
    "version": 1
  }
}