Pith Number

pith:VDJS63UX

pith:2023:VDJS63UX2Q6HGZME5LDASRZAZX

not attested not anchored not stored refs pending

SentimentGPT: Exploiting GPT for Advanced Sentiment Analysis and its Departure from Current Machine Learning

Hamid Karimi, Kiana Kheiri

arxiv:2307.10234 v2 · 2023-07-16 · cs.CL · cs.AI · cs.LG · cs.SI

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

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\usepackage{pith}
\pithnumber{VDJS63UX2Q6HGZME5LDASRZAZX}

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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

Quantifying the Affective Gap: A Zero-Shot Evaluation of LLMs on Fine-Grained Emotion Taxonomies

Recommendations for Efficient and Responsible LLM Adoption within Industrial Software Development

Receipt and verification

First computed	2026-07-05T06:33:47.792987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8d32f6e97d43c736584eac6094720cdeba28b35dc8cae5ac7e18c6df5da0724

Aliases

arxiv: 2307.10234 · arxiv_version: 2307.10234v2 · doi: 10.48550/arxiv.2307.10234 · pith_short_12: VDJS63UX2Q6H · pith_short_16: VDJS63UX2Q6HGZME · pith_short_8: VDJS63UX

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/VDJS63UX2Q6HGZME5LDASRZAZX \
  | 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: a8d32f6e97d43c736584eac6094720cdeba28b35dc8cae5ac7e18c6df5da0724

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f740cd87b0f44c6da01eb328e61ee2e19551c9e88de554a38497b06fdc6599d5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-16T05:33:35Z",
    "title_canon_sha256": "321995cdf2dbb999573baebab3637135e93d1b5f397331b721beef51b7101e97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10234",
    "kind": "arxiv",
    "version": 2
  }
}