Pith. sign in
Pith Number

pith:GDGJFLMJ

pith:2023:GDGJFLMJBTK7OQYT7EBXHGTSJF
not attested not anchored not stored refs pending

How Good are Commercial Large Language Models on African Languages?

Jessica Ojo, Kelechi Ogueji

arxiv:2305.06530 v1 · 2023-05-11 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GDGJFLMJBTK7OQYT7EBXHGTSJF}

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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.
Receipt and verification
First computed 2026-07-05T06:09:13.452066Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

30cc92ad890cd5f74313f903739a72494fa87fbb0e0443bfb3900f11fe2457bd

Aliases

arxiv: 2305.06530 · arxiv_version: 2305.06530v1 · doi: 10.48550/arxiv.2305.06530 · pith_short_12: GDGJFLMJBTK7 · pith_short_16: GDGJFLMJBTK7OQYT · pith_short_8: GDGJFLMJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GDGJFLMJBTK7OQYT7EBXHGTSJF \
  | 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: 30cc92ad890cd5f74313f903739a72494fa87fbb0e0443bfb3900f11fe2457bd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c4dc5ffdff6598dd4137c72a37335aecac9e6a9dbb3c7f3322054dff54aa3ddd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-11T02:29:53Z",
    "title_canon_sha256": "35a11078d7aaaa7f292135155c0b138a5a734c50c4f6bcb622bfbd0f25af05a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06530",
    "kind": "arxiv",
    "version": 1
  }
}