Pith Number

pith:MTKWJDZI

pith:2025:MTKWJDZIKX6CLG3UPANYGDNCD3

not attested not anchored not stored refs pending

Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts

Anja Thieme, Ignatius Ezeani, Jacki O'Neill, Javier Gonzalez, Keshet Ronen, Millicent Ochieng, Risa Ueno, Samuel Maina

arxiv:2508.04199 v1 · 2025-08-06 · 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{MTKWJDZIKX6CLG3UPANYGDNCD3}

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

The Register Gap: A Meaning Intelligence Framework for Nigerian Public Discourse

Cross-Lingual Sentiment Misalignment: Auditing Multilingual Language Models for Inversion Risk, Dialectal Representation, and Affective Stability

Receipt and verification

First computed	2026-07-05T11:49:22.666971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64d5648f2855fc259b74781b830da21ed4a344393e11bdf5beac004eef0cb8b0

Aliases

arxiv: 2508.04199 · arxiv_version: 2508.04199v1 · doi: 10.48550/arxiv.2508.04199 · pith_short_12: MTKWJDZIKX6C · pith_short_16: MTKWJDZIKX6CLG3U · pith_short_8: MTKWJDZI

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/MTKWJDZIKX6CLG3UPANYGDNCD3 \
  | 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: 64d5648f2855fc259b74781b830da21ed4a344393e11bdf5beac004eef0cb8b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e00367677ed739ec1347de48fcb022fadc72fbd8a04c520ddaca63f9cd6c270",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-06T08:27:55Z",
    "title_canon_sha256": "e02325235d5f65e1b1b4ea5f9c02953879152de24d3a34670a7079ce0c4f15fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04199",
    "kind": "arxiv",
    "version": 1
  }
}