Pith Number

pith:G3F4GU44

pith:2025:G3F4GU444FO4FPRP2DZX2M7RCN

not attested not anchored not stored refs pending

Efficient Machine Translation Corpus Generation: Integrating Human-in-the-Loop Post-Editing with Large Language Models

Abdul Baseet Anees, Ahmet Gunduz, Hassan Sawaf, Kamer Ali Yuksel

arxiv:2502.12755 v1 · 2025-02-18 · cs.CL · cs.AI · cs.HC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G3F4GU444FO4FPRP2DZX2M7RCN}

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

1 paper in Pith

CHORUS: Effort-Aware Multi-Agent Human-AI Collaboration for Professional Translation

Receipt and verification

First computed	2026-07-05T10:16:23.783931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36cbc3539ce15dc2be2fd0f37d33f11368e4c08072eb4b064ae3cead743fab59

Aliases

arxiv: 2502.12755 · arxiv_version: 2502.12755v1 · doi: 10.48550/arxiv.2502.12755 · pith_short_12: G3F4GU444FO4 · pith_short_16: G3F4GU444FO4FPRP · pith_short_8: G3F4GU44

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/G3F4GU444FO4FPRP2DZX2M7RCN \
  | 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: 36cbc3539ce15dc2be2fd0f37d33f11368e4c08072eb4b064ae3cead743fab59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2904bfb6caa74b2241249a94850a63bf2a29a56cc2da551c0cf33ef7b85fa3d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T11:16:38Z",
    "title_canon_sha256": "4cf45d869b6842ec456ff205c55ed4e8159d9d5484aef6e62120d0b23ac0db51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12755",
    "kind": "arxiv",
    "version": 1
  }
}