Pith Number

pith:SARUDGRF

pith:2025:SARUDGRFOJGVYISA3VEH5HKYX7

not attested not anchored not stored refs pending

Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems

Ann Clifton, Azin Ghazimatin, Edgar Tanaka, Edward Ronan, Winstead Zhu

arxiv:2505.23908 v2 · 2025-05-29 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SARUDGRFOJGVYISA3VEH5HKYX7}

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	2026-07-05T11:15:00.986621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9023419a25724d5c2240dd487e9d58bfdd75e49f378a74f5160ef09e1b26681a

Aliases

arxiv: 2505.23908 · arxiv_version: 2505.23908v2 · doi: 10.48550/arxiv.2505.23908 · pith_short_12: SARUDGRFOJGV · pith_short_16: SARUDGRFOJGVYISA · pith_short_8: SARUDGRF

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/SARUDGRFOJGVYISA3VEH5HKYX7 \
  | 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: 9023419a25724d5c2240dd487e9d58bfdd75e49f378a74f5160ef09e1b26681a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c5678a22cfd5026740f24062b021a1cf49b9b4ff15e986acee6aad577c26b17",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-05-29T18:02:16Z",
    "title_canon_sha256": "a10af35ad023bc919771c50ff6f95add3959c6e667dd75b323645c3692205758"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23908",
    "kind": "arxiv",
    "version": 2
  }
}