Pith Number

pith:X2IGAFEY

pith:2023:X2IGAFEYRZLQFX23LFRVHQ4YL7

not attested not anchored not stored refs pending

Sentiment Analysis through LLM Negotiations

Fei Wu, Guoyin Wang, Jiwei Li, Shengyu Zhang, Shuhe Wang, Tianwei Zhang, Xiaofei Sun, Xiaoya Li

arxiv:2311.01876 v1 · 2023-11-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X2IGAFEYRZLQFX23LFRVHQ4YL7}

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

2 papers in Pith

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Consistency Analysis of Sentiment Predictions using Syntactic & Semantic Context Assessment Summarization (SSAS)

Receipt and verification

First computed	2026-07-05T07:08:46.615020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be906014988e5702df5b596353c3985ff93b39573947871e993775dcf7a7f9ff

Aliases

arxiv: 2311.01876 · arxiv_version: 2311.01876v1 · doi: 10.48550/arxiv.2311.01876 · pith_short_12: X2IGAFEYRZLQ · pith_short_16: X2IGAFEYRZLQFX23 · pith_short_8: X2IGAFEY

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/X2IGAFEYRZLQFX23LFRVHQ4YL7 \
  | 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: be906014988e5702df5b596353c3985ff93b39573947871e993775dcf7a7f9ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fb89e1eac7a359eb4e196a6adb4d65da1efb204239ac17ce15bb2a7139a10ce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-03T12:35:29Z",
    "title_canon_sha256": "54b002086d686cd76664d4c2afad9cd46d41c8d329737f22049764f1c1212672"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01876",
    "kind": "arxiv",
    "version": 1
  }
}