Pith Number

pith:JDYFQD5W

pith:2024:JDYFQD5WYK43PNNZOJCTKBD67B

not attested not anchored not stored refs pending

How Effectively Do LLMs Extract Feature-Sentiment Pairs from App Reviews?

Ahmed Sabir, Dietmar Pfahl, Faiz Ali Shah, Rajesh Sharma

arxiv:2409.07162 v3 · 2024-09-11 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDYFQD5WYK43PNNZOJCTKBD67B}

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

Enhancing Granular Sentiment Classification with Chain-of-Thought Prompting in Large Language Models

Receipt and verification

First computed	2026-07-05T10:11:24.175425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48f0580fb6c2b9b7b5b9724535047ef8696475e91608e9efc3572d19f7674cb9

Aliases

arxiv: 2409.07162 · arxiv_version: 2409.07162v3 · doi: 10.48550/arxiv.2409.07162 · pith_short_12: JDYFQD5WYK43 · pith_short_16: JDYFQD5WYK43PNNZ · pith_short_8: JDYFQD5W

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/JDYFQD5WYK43PNNZOJCTKBD67B \
  | 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: 48f0580fb6c2b9b7b5b9724535047ef8696475e91608e9efc3572d19f7674cb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32ab4492a4197fd9ec1c3ceab9d9f24de8fd84d73e773ffe4cce728de000e6df",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-11T10:21:13Z",
    "title_canon_sha256": "d66999ee57fa1a1209ed29115989666ddb74d62d80d69b4859312b8f5b7bb166"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07162",
    "kind": "arxiv",
    "version": 3
  }
}