Pith Number

pith:ZUVO2QBH

pith:2025:ZUVO2QBH65VLBQBYK7VS6ZLT5A

not attested not anchored not stored refs pending

Synthesizing Public Opinions with LLMs: Role Creation, Impacts, and the Future to eDemorcacy

Amanda Austin, Boris Shor, Lei Xu, Rabimba Karanjai, Ryan Kennedy, Weidong Shi, Yang Lu

arxiv:2504.00241 v1 · 2025-03-31 · cs.CL · 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{ZUVO2QBH65VLBQBYK7VS6ZLT5A}

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

Recalibrating the Compass: Integrating Large Language Models into Classical Research Methods

Receipt and verification

First computed	2026-07-05T10:42:22.400143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd2aed4027f76ab0c03857eb2f6573e81649b84320ce641d27952678a658a253

Aliases

arxiv: 2504.00241 · arxiv_version: 2504.00241v1 · doi: 10.48550/arxiv.2504.00241 · pith_short_12: ZUVO2QBH65VL · pith_short_16: ZUVO2QBH65VLBQBY · pith_short_8: ZUVO2QBH

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/ZUVO2QBH65VLBQBYK7VS6ZLT5A \
  | 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: cd2aed4027f76ab0c03857eb2f6573e81649b84320ce641d27952678a658a253

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ac317a5e209835c8f9dcece6c22fde157ed144ccd6af164187f1cc9f4be05d6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-31T21:21:52Z",
    "title_canon_sha256": "b53f6b286d960f6b3394c333224acd7d25493f56772a1289a5c16c265b1ed3f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00241",
    "kind": "arxiv",
    "version": 1
  }
}