Pith Number

pith:5NOY6CX4

pith:2024:5NOY6CX4E7GS7RKBKURC5MB6N3

not attested not anchored not stored refs pending

LLM-Cure: LLM-based Competitor User Review Analysis for Feature Enhancement

Maram Assi, Safwat Hassan, Ying Zou

arxiv:2409.15724 v2 · 2024-09-24 · cs.SE · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5NOY6CX4E7GS7RKBKURC5MB6N3}

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.

Receipt and verification

First computed	2026-07-05T11:20:36.990395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb5d8f0afc27cd2fc54155222eb03e6ee247fd82cd1695d70ea5939e4b4fcbe8

Aliases

arxiv: 2409.15724 · arxiv_version: 2409.15724v2 · doi: 10.48550/arxiv.2409.15724 · pith_short_12: 5NOY6CX4E7GS · pith_short_16: 5NOY6CX4E7GS7RKB · pith_short_8: 5NOY6CX4

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/5NOY6CX4E7GS7RKBKURC5MB6N3 \
  | 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: eb5d8f0afc27cd2fc54155222eb03e6ee247fd82cd1695d70ea5939e4b4fcbe8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4825c225fc1175b05db11843758c86e05aed3bf928f60be43e1348a0a7283660",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-24T04:17:21Z",
    "title_canon_sha256": "c180630bd911171261e4f8b662e448130a4c1ac673ba608eadba6f88639be608"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15724",
    "kind": "arxiv",
    "version": 2
  }
}