Pith Number

pith:JOFYDDFV

pith:2025:JOFYDDFVPESXEKPAFD6TMQUK54

not attested not anchored not stored refs pending

Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis

Jing Liu, Xinxing Ren, Yanmeng Xu, Zekun Guo

arxiv:2505.11401 v1 · 2025-05-16 · 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{JOFYDDFVPESXEKPAFD6TMQUK54}

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

Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench

Receipt and verification

First computed	2026-07-05T11:04:15.440388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b8b818cb579257229e028fd36428aef1e26cf8d879ea9de66bf00221945e2ff

Aliases

arxiv: 2505.11401 · arxiv_version: 2505.11401v1 · doi: 10.48550/arxiv.2505.11401 · pith_short_12: JOFYDDFVPESX · pith_short_16: JOFYDDFVPESXEKPA · pith_short_8: JOFYDDFV

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/JOFYDDFVPESXEKPAFD6TMQUK54 \
  | 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: 4b8b818cb579257229e028fd36428aef1e26cf8d879ea9de66bf00221945e2ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b1893cc2cb0d0f4df997d8077a7c783e15e926f8d11c332308cc019967a70e5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-05-16T16:09:28Z",
    "title_canon_sha256": "73a067d49580c6290e97c951c846e2ae6cae474d81b4effb76d7c4bb8c70f901"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11401",
    "kind": "arxiv",
    "version": 1
  }
}