Pith Number

pith:PAYYMIOV

pith:2026:PAYYMIOVXVPKA27ZGVXUR2PS5C

not attested not anchored not stored refs pending

LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets

Eman M. Albalkhi, Enrico Lopedoto, Joud A. Albaiti, Mona H. Albaqawi

arxiv:2605.19714 v1 · 2026-05-19 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PAYYMIOVXVPKA27ZGVXUR2PS5C}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-20T01:06:10.712138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78318621d5bd5ea06bf9356f48e9f2e880516dbe72790765ede39760827a1fc2

Aliases

arxiv: 2605.19714 · arxiv_version: 2605.19714v1 · doi: 10.48550/arxiv.2605.19714 · pith_short_12: PAYYMIOVXVPK · pith_short_16: PAYYMIOVXVPKA27Z · pith_short_8: PAYYMIOV

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/PAYYMIOVXVPKA27ZGVXUR2PS5C \
  | 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: 78318621d5bd5ea06bf9356f48e9f2e880516dbe72790765ede39760827a1fc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "116129be32242813bb4837eb0c815456329534bc5d510413fa38e301ec183ec4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-19T11:50:33Z",
    "title_canon_sha256": "01eb112f937c4c8bb8fe555279cfed98c0cee5b42c4ce6ba32469a59ab4d4eeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19714",
    "kind": "arxiv",
    "version": 1
  }
}