ip_copyright_claims / quality-audit.json
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Publish validated dataset, card and quality evidence together
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{
"niche_id": "ip_copyright_claims",
"niche_name": "Intellectual Property & Copyright Dispute Claims",
"category": "Legal",
"record_count": 10000,
"expected_fields": [
"claim_id",
"claimant_name",
"infringing_party",
"work_description",
"infringement_claim",
"demand_terms"
],
"descriptive_fields": [
"work_description",
"infringement_claim",
"demand_terms"
],
"quality_score": 94,
"passed": true,
"schema": {
"valid_records": 10000,
"conformance_pct": 100.0,
"missing_fields": {},
"empty_fields": {},
"extra_fields": {}
},
"uniqueness": {
"duplicate_rows": 0,
"duplicate_identity_values": 0,
"duplicate_fields": {}
},
"text_depth": {
"field_count": 3,
"avg_chars": 732.38,
"min_chars": 544,
"avg_words": 98.7,
"min_words": 72,
"vocabulary_diversity": 0.702,
"total_tokens": 2960873,
"unique_tokens": 903
},
"similarity": {
"max_similarity": 0.587,
"avg_similarity": 0.255,
"near_duplicate_pairs": 0
},
"repetition": {
"repeated_ngram_count": 15,
"repeated_ngram_rate": 0.007,
"top_repeated_phrases": [
"the notice's discussion of",
"requests comparison of the",
"comparison of the disputed",
"of the disputed expression",
"the disputed expression and"
],
"frequency_threshold": 3000,
"raw_repeated_ngram_count": 37944,
"raw_repeated_ngram_rate": 0.758
},
"pii": {
"email_count": 0,
"non_synthetic_email_count": 0,
"phone_count": 0,
"non_synthetic_phone_count": 0
},
"domain": {
"keyword_set_size": 10,
"matched_keywords": [
"claim",
"compliance",
"dispute",
"legal",
"liability",
"resolution",
"terms"
],
"keyword_coverage": 0.7
},
"balance": {
"fields": {}
},
"findings": [
{
"severity": "minor",
"message": "15 high-frequency non-domain four-word phrase pattern(s) detected."
}
],
"content": {
"rejected_record_count": 0,
"rejections": []
},
"scenario_coverage": null,
"verification": {
"all_rows_checked": 10000,
"similarity_is_bounded": true,
"max_similarity_pairs": 20000
}
}