Datasets:
Dataset Viewer
global_id
int64 | chunk_id
int64 | regulation_type
string | enacting_body
string | regulation_number
string | year
string | about
string | effective_date
string | chapter
string | article
string | content
string | authority_score
float64 | temporal_score
float64 | legal_richness
float64 | cross_ref_strength
float64 | completeness_score
float64 | kg_connectivity
float64 | tfidf_score
float64 | tfidf_norm
float64 | kg_entities
list | kg_concepts
list | embedding
list | processing_timestamp
string | embedding_model
string | embedding_dim
int64 | preprocessing_version
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
70
|
2008
|
PEMBUBARAN PERUSAHAAN PERSEROAN (PERSERO) PT INDUSTRI SODA INDONESIA
|
4 November 2008
|
N/A
|
Preamble
|
Menimbang
Mengingat
PERATURAN PEMERINTAH REPUBLIK INDONESIA NOMOR 70 TAHUN 2008 TENTANG
PEMBUBARAN PERUSAHAAN PERSEROAN (PERSERO) PT INDUSTRI SODA INDONESIA
DENGAN RAHMAT TUHAN YANG MAHA ESA
PRESIDEN REPUBLIK INDONESIA,
- a. bahwa berdasarkan hasil penelitian dan kajian atas kinerja Perusahaan Perseroan (Persero) PT Industri Soda Indonesia, kelangsungan Perusahaan Perseroan (Persero) PT Industri Soda Indonesia tidak dapat dipertahankan lagi sehingga perlu untuk membubarkan Perusahaan Perseroan (Persero) PT Industri Soda Indonesia;
- b. bahwa berdasarkan keputusan Rapat Umum Pemegang Saham Luar Biasa Perusahaan Perseroan (Persero) PT Industri Soda Indonesia Nomor Ris-19/D2.MBU/2007 tanggal 9 Oktober 2007 telah ditetapkan pembubaran dan status Perusahaan Perseroan (Persero) PT Industri Soda Indonesia sebagai perusahaan dalam likuidasi, yang berlaku efektif terhitung sejak ditetapkannya pembubaran Perusahaan Perseroan (Persero) PT Industri Soda Indonesia dengan Peraturan Pemerintah;
- c. bahwa berdasarkan pertimbangan sebagaimana dimaksud dalam huruf a dan huruf b, perlu menetapkan Peraturan Pemerintah tentang Pembubaran Perusahaan Perseroan (Persero) PT Industri Soda Indonesia;
- 1. Pasal 5 ayat (2) Undang-Undang Dasar Negara Republik Indonesia Tahun 1945;
2. Undang-Undang Nomor 19 Tahun 2003 tentang Badan Usaha Milik Negara (Lembaran Negara Republik Indonesia Tahun 2003 Nomor 70, Tambahan Lembaran Negara Republik Indonesia Nomor 4297);
3. Peraturan Pemerintah Nomor 45 Tahun 2005 tentang Pendirian, Pengurusan, Pengawasan, Pembubaran Badan Usaha Milik Negara (Lembaran Negara Republik Indonesia tahun 2005 Nomor 117, Tambahan Lembaran Negara Republik Indonesia Nomor 4556);
MEMUTUSKAN:
Menetapkan :
PERATURAN PEMERINTAH TENTANG PEMBUBARAN PERUSAHAAN (PERSERO) PT INDUSTRI SODA INDONESIA.
| 0.3 | 0.55 | 0.55 | 0.2 | 0.65 | 0.078261 | 9.509996 | 0.320536 |
[
[
"pasal",
"legal_concept"
],
[
"ayat",
"legal_concept"
],
[
"huruf",
"legal_concept"
],
[
"aturan",
"legal_concept"
],
[
"peraturan",
"legal_concept"
],
[
"undang-undang",
"legal_concept"
],
[
"keputusan",
"legal_concept"
],
[
"dapat",
"legal_concept"
],
[
"pengawasan",
"legal_concept"
],
[
"perusahaan",
"legal_concept"
],
[
"republik indonesia",
"government_entity"
],
[
"presiden",
"government_entity"
],
[
"rt",
"government_entity"
],
[
"menimbang",
"named_entity"
],
[
"dengan rahmat tuhan yang maha esa\n",
"named_entity"
],
[
"hasil penelitian dan kajian",
"named_entity"
],
[
"perusahaan perseroan",
"named_entity"
],
[
"industri soda indonesia",
"named_entity"
],
[
"perusahaan perseroan",
"named_entity"
],
[
"industri soda indonesia",
"named_entity"
],
[
"dapat",
"named_entity"
],
[
"lagi sehingga",
"named_entity"
],
[
"perusahaan perseroan",
"named_entity"
]
] |
[
{
"concept": "pasal",
"related_count": 0,
"type": "legal_concept"
},
{
"concept": "ayat",
"related_count": 0,
"type": "legal_concept"
},
{
"concept": "huruf",
"related_count": 0,
"type": "legal_concept"
},
{
"concept": "aturan",
"related_count": 1,
"type": "legal_concept"
},
{
"concept": "peraturan",
"related_count": 0,
"type": "legal_concept"
}
] |
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2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
1 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
70
|
2008
|
PEMBUBARAN PERUSAHAAN PERSEROAN (PERSERO) PT INDUSTRI SODA INDONESIA
|
4 November 2008
|
N/A
|
Pasal 1
|
Terhitung sejak berlakunya Peraturan Pemerintah ini, Perusahaan Negara Soda yang didirikan berdasarkan Peraturan Pemerintah Nomor 32 Tahun 1978 tentang Pengalihan Bentuk Perusahaan Negara Soda menjadi Perusahan Perseroan (Persero) (Lembaran Negara Republik Indonesia Tahun 1978 Nomor 47) dibubarkan.
| 0.3 | 0.55 | 0.2 | 0.1 | 0.65 | 0.213333 | 6.469402 | 0.218052 |
[
[
"aturan",
"legal_concept"
],
[
"peraturan",
"legal_concept"
],
[
"perusahaan",
"legal_concept"
],
[
"republik indonesia",
"government_entity"
],
[
"terhitung",
"named_entity"
],
[
"peraturan pemerintah",
"named_entity"
],
[
"perusahaan negara soda",
"named_entity"
],
[
"didirikan",
"named_entity"
],
[
"peraturan pemerintah nomor",
"named_entity"
],
[
"tahun 1978",
"named_entity"
],
[
"pengalihan bentuk perusahaan negara soda",
"named_entity"
],
[
"perusahan perseroan",
"named_entity"
],
[
"persero",
"named_entity"
],
[
"lembaran negara republik indonesia tahun",
"named_entity"
],
[
"nomor",
"named_entity"
]
] |
[
{
"concept": "aturan",
"related_count": 3,
"type": "legal_concept"
},
{
"concept": "peraturan",
"related_count": 2,
"type": "legal_concept"
},
{
"concept": "perusahaan",
"related_count": 2,
"type": "legal_concept"
},
{
"concept": "republik indonesia",
"related_count": 1,
"type": "other"
},
{
"concept": "terhitung",
"related_count": 0,
"type": "other"
}
] |
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2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
2 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
70
|
2008
|
PEMBUBARAN PERUSAHAAN PERSEROAN (PERSERO) PT INDUSTRI SODA INDONESIA
|
4 November 2008
|
N/A
|
Pasal 2
|
Pelaksanaan likuidasi dalam rangka pembubaran Perusahaan Perseroan (Persero) PT Industri Soda Indonesia sebagaimana dimaksud dalam Pasal 1 dilakukan oleh Menteri Negara Badan Usaha Milik Negara sesuai dengan ketentuan Undang-Undang Nomor 19 Tahun 2003 tentang Badan Usaha Milik Negara, Undang-Undang Nomor 40 Tahun 2007 tentang Perseroan Terbatas, dan peraturan perundang-undangan lainnya.
| 0.3 | 0.55 | 0.45 | 0.2 | 0.65 | 0.172727 | 9.251517 | 0.311824 |
[
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],
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[
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[
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"named_entity"
],
[
"lainnya",
"named_entity"
]
] |
[
{
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{
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{
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}
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2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
3 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
70
|
2008
|
PEMBUBARAN PERUSAHAAN PERSEROAN (PERSERO) PT INDUSTRI SODA INDONESIA
|
4 November 2008
|
N/A
|
Pasal 3
|
Semua kekayaan sisa hasil likuidasi Perusahaan Perseroan (Persero) PT Industri Soda Indonesia sebagaimana dimaksud dalam Pasal 2, disetorkan ke Kas Negara.
| 0.3 | 0.55 | 0.15 | 0.1 | 0.65 | 0.088889 | 5.61273 | 0.189178 |
[
[
"pasal",
"legal_concept"
],
[
"perusahaan",
"legal_concept"
],
[
"semua",
"named_entity"
],
[
"kekayaan sisa hasil likuidasi",
"named_entity"
],
[
"perusahaan perseroan",
"named_entity"
],
[
"industri soda",
"named_entity"
],
[
"indonesia",
"named_entity"
],
[
"pasal 2",
"named_entity"
],
[
"ke kas negara",
"named_entity"
]
] |
[
{
"concept": "pasal",
"related_count": 1,
"type": "legal_concept"
},
{
"concept": "perusahaan",
"related_count": 1,
"type": "legal_concept"
},
{
"concept": "semua",
"related_count": 0,
"type": "other"
},
{
"concept": "kekayaan sisa hasil likuidasi",
"related_count": 0,
"type": "other"
},
{
"concept": "perusahaan perseroan",
"related_count": 0,
"type": "other"
}
] |
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2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
4 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
70
|
2008
|
PEMBUBARAN PERUSAHAAN PERSEROAN (PERSERO) PT INDUSTRI SODA INDONESIA
|
4 November 2008
|
N/A
|
Pasal 4
|
Peraturan Pemerintah ini mulai berlaku pada tanggal diundangkan.
Agar setiap orang mengetahuinya, memerintahkan pengundangan Peraturan Pemerintah ini dengan penempatannya dalam Lembaran Negara Republik Indonesia.
Ditetapkan di Jakarta pada tanggal 4 November 2008
PRESIDEN REPUBLIK INDONESIA,
DR. H. SUSILO BAMBANG YUDHOYONO
Diundangkan di Jakarta pada tanggal 4 November 2008
MENTERI HUKUM DAN HAK ASASI MANUSIA REPUBLIK INDONESIA,
ANDI MATTALATTA
| 0.3 | 0.55 | 0.2 | 0 | 0.65 | 0.13913 | 11.146286 | 0.375687 |
[
[
"angka",
"legal_concept"
],
[
"aturan",
"legal_concept"
],
[
"peraturan",
"legal_concept"
],
[
"perusahaan",
"legal_concept"
],
[
"republik indonesia",
"government_entity"
],
[
"presiden",
"government_entity"
],
[
"menteri",
"government_entity"
],
[
"rt",
"government_entity"
],
[
"peraturan pemerintah",
"named_entity"
],
[
"ini mulai berlaku",
"named_entity"
],
[
"orang mengetahuinya",
"named_entity"
],
[
"memerintahkan",
"named_entity"
],
[
"peraturan pemerintah",
"named_entity"
],
[
"ini dengan",
"named_entity"
],
[
"penempatannya",
"named_entity"
],
[
"lembaran negara republik indonesia",
"named_entity"
],
[
"jakarta",
"named_entity"
],
[
"dr",
"named_entity"
],
[
"diundangkan",
"named_entity"
],
[
"jakarta",
"named_entity"
],
[
"dan",
"named_entity"
],
[
"asasi manusia",
"named_entity"
],
[
"indust",
"named_entity"
]
] |
[
{
"concept": "angka",
"related_count": 1,
"type": "legal_concept"
},
{
"concept": "aturan",
"related_count": 3,
"type": "legal_concept"
},
{
"concept": "peraturan",
"related_count": 2,
"type": "legal_concept"
},
{
"concept": "perusahaan",
"related_count": 0,
"type": "legal_concept"
},
{
"concept": "republik indonesia",
"related_count": 1,
"type": "other"
}
] |
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2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
5 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
63
|
2007
|
JENIS DAN TARIF ATAS JENIS PENERIMAAN NEGARA BUKAN PAJAK YANG BERLAKU PADA DEPARTEMEN PERINDUSTRIAN
|
16 Nopember 2007
|
N/A
|
Preamble
|
Menimbang :
Mengingat
:
PERATURAN PEMERINTAH REPUBLIK INDONESIA NOMOR 63 TAHUN 2007 TENTANG
JENIS DAN TARIF ATAS JENIS PENERIMAAN NEGARA BUKAN PAJAK YANG BERLAKU PADA DEPARTEMEN PERINDUSTRIAN
DENGAN RAHMAT TUHAN YANG MAHA ESA
PRESIDEN REPUBLIK INDONESIA, a. bahwa dengan adanya reorganisasi Kementerian Negara yang memisahkan Departemen Perindustrian dengan Departemen Perdagangan, serta perlunya penyesuaian atas jenis dan tarif Penerimaan Negara Bukan Pajak yang berlaku pada Departemen Perindustrian sebagaimana telah diatur dalam Peraturan Pemerintah Nomor 39 Tahun 2003 tentang Tarif atas Jenis Penerimaan Negara Bukan Pajak yang Berlaku pada Departemen Perindustrian dan Perdagangan, perlu mengatur kembali jenis dan tarif atas jenis Penerimaan Negara Bukan Pajak yang berlaku pada Departemen Perindustrian;
- b. bahwa berdasarkan pertimbangan sebagaimana dimaksud pada huruf a dan untuk melaksanakan ketentuan Pasal 2 ayat (2) dan ayat (3) serta Pasal 3 ayat (2) Undang-Undang Nomor 20 Tahun 1997 tentang Penerimaan Negara Bukan Pajak, perlu menetapkan Peraturan Pemerintah tentang Jenis dan Tarif atas Jenis Penerimaan Negara Bukan Pajak yang Berlaku pada Departemen Perindustrian;
1. Pasal 5 ayat (2) Undang-Undang Dasar Negara Republik Indonesia Tahun 1945;
2. Undang-Undang Nomor 20 Tahun 1997 tentang Penerimaan Negara Bukan Pajak (Lembaran Negara Republik Indonesia Tahun 1997 Nomor 43, Tambahan Lembaran Negara Republik Indonesia Nomor 3687);
3. Peraturan Pemerintah Nomor 22 Tahun 1997 tentang Jenis dan Penyetoran Penerimaan Negara Bukan Pajak (Lembaran Negara Republik Indonesia Tahun 1997 Nomor 57, Tambahan Lembaran Negara Republik Indonesia Nomor 3694) sebagaimana telah diubah dengan Peraturan Pemerintah Nomor 52 Tahun 1998 (Lembaran Negara Republik Indonesia Tahun 1998 Nomor 85, Tambahan Lembaran Negara Republik Indonesia Nomor 3760);
4. Peraturan . . .
Menetapkan:
4. Peraturan Pemerintah Nomor 39 Tahun 2003 tentang Tarif atas Jenis Penerimaan Negara Bukan Pajak yang Berlaku pada Departemen Perindustrian dan Perdagangan (Lembaran Negara Republik Indonesia Tahun 2003, Tambahan Lembaran Negara Republik Indonesia Nomor 4303);
MEMUTUSKAN:
PERATURAN PEMERINTAH TENTANG JENIS DAN TARIF ATAS JENIS PENERIMAAN NEGARA BUKAN PAJAK YANG BERLAKU PADA DEPARTEMEN PERINDUSTRIAN.
| 0.3 | 0.55 | 0.4 | 0.3 | 0.65 | 0.104762 | 11.158418 | 0.376096 |
[
[
"pasal",
"legal_concept"
],
[
"ayat",
"legal_concept"
],
[
"huruf",
"legal_concept"
],
[
"ketentuan",
"legal_concept"
],
[
"aturan",
"legal_concept"
],
[
"peraturan",
"legal_concept"
],
[
"undang-undang",
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],
[
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"legal_concept"
],
[
"republik indonesia",
"government_entity"
],
[
"presiden",
"government_entity"
],
[
"menteri",
"government_entity"
],
[
"rt",
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],
[
"menimbang",
"named_entity"
],
[
"perindustrian",
"named_entity"
],
[
"dengan rahmat tuhan yang maha esa\npresiden republik indonesia",
"named_entity"
],
[
"a. bahwa dengan",
"named_entity"
],
[
"perdagangan",
"named_entity"
],
[
"serta perlunya",
"named_entity"
],
[
"jenis dan",
"named_entity"
],
[
"penerimaan",
"named_entity"
],
[
"perindustri",
"named_entity"
]
] |
[
{
"concept": "pasal",
"related_count": 0,
"type": "legal_concept"
},
{
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"related_count": 0,
"type": "legal_concept"
},
{
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"type": "legal_concept"
},
{
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"related_count": 0,
"type": "legal_concept"
},
{
"concept": "aturan",
"related_count": 1,
"type": "legal_concept"
}
] |
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2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
6 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
63
|
2007
|
JENIS DAN TARIF ATAS JENIS PENERIMAAN NEGARA BUKAN PAJAK YANG BERLAKU PADA DEPARTEMEN PERINDUSTRIAN
|
16 Nopember 2007
|
N/A
|
Pasal 1
|
- (1) Jenis Penerimaan Negara Bukan Pajak yang berlaku pada Departemen Perindustrian meliputi penerimaan dari:
- a. Jasa Pelayanan Pelatihan dan Konsultasi;
- b. Jasa Pelayanan Penyelenggaraan Pendidikan;
- c. Jasa Pelayanan Teknis Pengujian dan Kalibrasi;
- d. Jasa Pelayanan Teknis Pelatihan;
- e. Jasa Pelayanan Teknis Sertifikasi Produk Penggunaan Tanda Standar Nasional Indonesia (SNI) dan Sertifikasi Sistem Manajemen Mutu;
- f. Jasa Pelayanan Teknis Konsultansi Sistem Manajemen Mutu; dan
- g. Jasa pelayanan yang berasal dari kerjasama dengan pihak lain.
- (2) Tarif atas Jenis Penerimaan Negara Bukan Pajak sebagaimana dimaksud pada ayat (1) huruf a sampai dengan huruf f adalah sebagaimana ditetapkan dalam Lampiran Peraturan Pemerintah ini.
- (3) Tarif atas Jenis Penerimaan Negara Bukan Pajak atas jasa pelayanan di bidang perindustrian yang berasal dari kerjasama sebagaimana dimaksud pada ayat (1) huruf g adalah sebesar nilai nominal yang tercantum dalam kontrak kerjasama.
- (4) Pelayanan di bidang perindustrian sebagaimana dimaksud
- 3 - pada ayat (3) meliputi jasa penelitian dan pengembangan, pelatihan rancang bangun dan perekayasaan, rancang bangun dan perekayasaan, dan jasa pelayanan teknologi informasi.
| 0.3 | 0.55 | 0.25 | 0.2 | 0.65 | 0.071429 | 9.253313 | 0.311884 |
[
[
"ayat",
"legal_concept"
],
[
"huruf",
"legal_concept"
],
[
"aturan",
"legal_concept"
],
[
"peraturan",
"legal_concept"
],
[
"standar",
"legal_concept"
],
[
"nasional",
"government_entity"
],
[
"rt",
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],
[
"penerimaan",
"named_entity"
],
[
"dan konsultasi",
"named_entity"
],
[
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],
[
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],
[
"sni",
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],
[
"pelayanan teknis konsultansi sistem manajemen mutu",
"named_entity"
],
[
"dan\n- g.",
"named_entity"
]
] |
[
{
"concept": "ayat",
"related_count": 0,
"type": "legal_concept"
},
{
"concept": "huruf",
"related_count": 0,
"type": "legal_concept"
},
{
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"type": "legal_concept"
},
{
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"related_count": 0,
"type": "legal_concept"
},
{
"concept": "standar",
"related_count": 0,
"type": "legal_concept"
}
] |
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2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
7 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
63
|
2007
|
JENIS DAN TARIF ATAS JENIS PENERIMAAN NEGARA BUKAN PAJAK YANG BERLAKU PADA DEPARTEMEN PERINDUSTRIAN
|
16 Nopember 2007
|
N/A
|
Pasal 2
|
Jenis Penerimaan Negara Bukan Pajak sebagaimana dimaksud dalam Pasal 1 mempunyai tarif dalam bentuk satuan rupiah.
| 0.3 | 0.55 | 0.05 | 0.1 | 0.65 | 0.057143 | 6.960106 | 0.234591 |
[
[
"pasal",
"legal_concept"
],
[
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"government_entity"
],
[
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"named_entity"
],
[
"pasal",
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],
[
"bentuk satuan",
"named_entity"
],
[
"jenis dan tarif",
"named_entity"
],
[
"perindustrian",
"named_entity"
]
] |
[
{
"concept": "pasal",
"related_count": 0,
"type": "legal_concept"
},
{
"concept": "rt",
"related_count": 0,
"type": "other"
},
{
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},
{
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"related_count": 0,
"type": "legal_concept"
},
{
"concept": "bentuk satuan",
"related_count": 0,
"type": "other"
}
] |
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-0.01684724912047386,
-0.0562003031373024,
0.025875309482216835,
-0.02199939452111721,
-0.028642943128943443,
-0.010364553891122341,
-0.044791001826524734,
-0.011176214553415775,
-0.009942322038114071,
0.001330532249994576,
-0.0004494058375712484,
0.015807855874300003,
-0.025578008964657784,
-0.005456375423818827
] |
2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
8 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
63
|
2007
| "JENIS DAN TARIF ATAS JENIS PENERIMAAN NEGARA BUKAN PAJAK YANG BERLAKU PADA DEPARTEMEN PERINDUSTRIAN(...TRUNCATED) |
16 Nopember 2007
|
N/A
|
Pasal 3
| "Besarnya tarif Penerimaan Negara Bukan Pajak yang berupa jasa pengujian yang berasal dari Jasa Pela(...TRUNCATED) | 0.3 | 0.55 | 0.25 | 0.1 | 0.65 | 0.129412 | 9.388151 | 0.316429 | [["pasal","legal_concept"],["ayat","legal_concept"],["huruf","legal_concept"],["aturan","legal_conce(...TRUNCATED) | [{"concept":"pasal","related_count":1,"type":"legal_concept"},{"concept":"ayat","related_count":0,"t(...TRUNCATED) | [-0.008936886675655842,-0.10696934908628464,-0.006700332276523113,-0.028425034135580063,0.0339208990(...TRUNCATED) |
2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
9 | 1 |
PERATURAN PEMERINTAH
|
REPUBLIK INDONESIA
|
63
|
2007
| "JENIS DAN TARIF ATAS JENIS PENERIMAAN NEGARA BUKAN PAJAK YANG BERLAKU PADA DEPARTEMEN PERINDUSTRIAN(...TRUNCATED) |
16 Nopember 2007
|
N/A
|
Pasal 4
| "Seluruh Penerimaan Negara Bukan Pajak sebagaimana dimaksud dalam Pasal 1 wajib disetor langsung sec(...TRUNCATED) | 0.3 | 0.55 | 0.1 | 0.1 | 0.65 | 0.025 | 7.609192 | 0.256469 | [["pasal","legal_concept"],["wajib","legal_concept"],["rt","government_entity"],["seluruh penerimaan(...TRUNCATED) | [{"concept":"pasal","related_count":0,"type":"legal_concept"},{"concept":"wajib","related_count":0,"(...TRUNCATED) | [-0.04189793020486832,-0.10180347412824631,-0.004393402021378279,-0.08304204791784286,-0.01901007071(...TRUNCATED) |
2025-08-23T10:25:59.869864
|
Qwen/Qwen3-Embedding-0.6B
| 1,024 |
1.0
|
End of preview. Expand
in Data Studio
Indonesian Legal RAG Processed Database
This repository contains a fully preprocessed Indonesian legal regulation database ready for RAG (Retrieval Augmented Generation) systems.
Dataset Information
- Total Records: 199,994
- Processing Date: 2025-08-23
- Embedding Model: Qwen/Qwen3-Embedding-0.6B
- Embedding Dimension: 1024
Files Description
Main Database
processed_legal_database.parquet- Complete preprocessed database with all featuresembeddings.npy- Pre-computed embeddings array for fast loading
Supporting Components
tfidf_components.pkl- TF-IDF vectorizer and matrix for keyword matchingknowledge_graph.json- Legal concept relationships and hierarchyconfig.json- Processing configuration and parametersprocessing_summary.json- Processing statistics and metadata
Utilities
database_loader.py- Helper class for easy database loading
Features Included
Each record contains:
- Basic Information: Regulation type, number, year, enacting body, content
- Authority Score: Hierarchical legal authority level (0-1)
- Temporal Score: Regulation currency/relevance (0-1)
- Legal Richness: Legal term density and complexity (0-1)
- Cross-Reference Strength: Inter-regulation connectivity (0-1)
- Completeness Score: Information completeness (0-1)
- Knowledge Graph Features: Entity extraction and concept relationships
- Pre-computed Embeddings: Ready-to-use vector representations
Usage
from database_loader import ProcessedLegalDatabaseLoader
# Load complete database
loader = ProcessedLegalDatabaseLoader(".", local_mode=True)
df, embeddings, tfidf, kg, config = loader.load_all()
# Ready for RAG system - no preprocessing needed!
Memory Requirements
- Database: ~1260MB
- Embeddings: ~781MB
- Total: ~2747MB
License
Please ensure compliance with Indonesian legal data usage regulations.
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