pith:TXAUUGXT
PaliBench: A Multi-Reference Blueprint for Classical Language Translation Benchmarks
PaliBench shows how to build multi-reference benchmarks for classical language translation from existing scholarly translations without treating any one as definitive.
arxiv:2605.16881 v1 · 2026-05-16 · cs.CL
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Claims
The broader contribution is methodological: PaliBench shows how existing scholarly translations can be transformed into evaluation infrastructure for interpretive textual traditions without treating any single translation as definitive.
The assumption that LLM-assisted alignment of independently segmented translations, automated verification, passage-level quality filtering, and deduplication produce a reliable, unbiased multi-reference dataset that faithfully captures interpretive variation across the three human translations.
PaliBench is a multi-reference benchmark for Pali-to-English translation built from 1,700 aligned passages of the Sutta Pitaka using three scholarly translations to evaluate LLMs with complementary metrics.
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| First computed | 2026-05-20T00:03:28.006165Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
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· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TXAUUGXTYJOAVNWP6DGYIWDHTZ \
| 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: 9dc14a1af3c25c0ab6cff0cd8458679e7bbc13a27ce1709e4e12dea71aee4c90
Canonical record JSON
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