Pith. sign in
Pith Number

pith:OT3JPYJA

pith:2023:OT3JPYJADI3XWKO2DQOXSW5WHU
not attested not anchored not stored refs pending

There's no Data Like Better Data: Using QE Metrics for MT Data Filtering

Daniel Deutsch, David Vilar, Jan-Thorsten Peter, Juraj Juraska, Mara Finkelstein, Markus Freitag

arxiv:2311.05350 v1 · 2023-11-09 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OT3JPYJADI3XWKO2DQOXSW5WHU}

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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 2026-07-05T07:10:58.399091Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

74f697e1201a377b29da1c1d795bb63d3b2ba3e61b7bee8949f5de24bb071f6a

Aliases

arxiv: 2311.05350 · arxiv_version: 2311.05350v1 · doi: 10.48550/arxiv.2311.05350 · pith_short_12: OT3JPYJADI3X · pith_short_16: OT3JPYJADI3XWKO2 · pith_short_8: OT3JPYJA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OT3JPYJADI3XWKO2DQOXSW5WHU \
  | 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: 74f697e1201a377b29da1c1d795bb63d3b2ba3e61b7bee8949f5de24bb071f6a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "75d39907ea9c2fff80b6fba0ba61bde1b722aef6e2b40f3660f35eea48317f6f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-09T13:21:34Z",
    "title_canon_sha256": "6d9a03227aa4ba1d6d28a8dc2f290b4ac94e6876138c7da3437944d553cb0ef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05350",
    "kind": "arxiv",
    "version": 1
  }
}