Pith Number

pith:J6TT7OA6

pith:2025:J6TT7OA64IHU4J4HQ7MMYXSGJS

not attested not anchored not stored refs pending

A Confidence-Diversity Framework for Calibrating AI Judgement in Accessible Qualitative Coding Tasks

Yindi Liu, Zhilong Zhao

arxiv:2508.02029 v2 · 2025-08-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J6TT7OA64IHU4J4HQ7MMYXSGJS}

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.

Receipt and verification

First computed	2026-07-05T11:54:50.190719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4fa73fb81ee20f4e278787d8cc5e464c87b043b6d597f65908ce385c7a3a71f3

Aliases

arxiv: 2508.02029 · arxiv_version: 2508.02029v2 · doi: 10.48550/arxiv.2508.02029 · pith_short_12: J6TT7OA64IHU · pith_short_16: J6TT7OA64IHU4J4H · pith_short_8: J6TT7OA6

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/J6TT7OA64IHU4J4HQ7MMYXSGJS \
  | 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: 4fa73fb81ee20f4e278787d8cc5e464c87b043b6d597f65908ce385c7a3a71f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9302cdb36664d8cbc4573a860d33592efea279ba4cd6d22eebdfc3986fa71ab2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-04T03:47:10Z",
    "title_canon_sha256": "db83adeec445cba6c93c469e1503b0a14989b117ba253d28dbb0e6827512a898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02029",
    "kind": "arxiv",
    "version": 2
  }
}