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Pith Number

pith:LGN6LBLL

pith:2023:LGN6LBLL6FD4RQ5OV3J2CJDCFD
not attested not anchored not stored refs pending

PuoBERTa: Training and evaluation of a curated language model for Setswana

Isheanesu Dzingirai, Moseli Mots'oehli, Richard Lastrucci, Valencia Wagner, Vukosi Marivate

arxiv:2310.09141 v2 · 2023-10-13 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LGN6LBLL6FD4RQ5OV3J2CJDCFD}

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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 2026-07-05T07:04:21.386233Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

599be5856bf147c8c3aeaed3a1246228febfa52a30326bde88c8b065c8d9037c

Aliases

arxiv: 2310.09141 · arxiv_version: 2310.09141v2 · doi: 10.48550/arxiv.2310.09141 · pith_short_12: LGN6LBLL6FD4 · pith_short_16: LGN6LBLL6FD4RQ5O · pith_short_8: LGN6LBLL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LGN6LBLL6FD4RQ5OV3J2CJDCFD \
  | 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: 599be5856bf147c8c3aeaed3a1246228febfa52a30326bde88c8b065c8d9037c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "37b61ce6cc66e5bb8c1546195e2eeba3cbbfcfcf28999d76c4bc44e859a5ccf6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-13T14:33:02Z",
    "title_canon_sha256": "95aa83fef872d8b9e3f2bb78b69ed6b6fa94abd1e2417af6bdbdfcaa050a88df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09141",
    "kind": "arxiv",
    "version": 2
  }
}