Knowledge ID: TI-RAG-AWARD-20260820-MASTER Tanggal Dokumen: 20 Agustus 2026 Tanggal Award Record: 19 Agustus 2026 Tanggal Penyusunan RAG: 21 Agustus 2026 Knowledge Type: Tender Award / Contract Winner / Procurement Intelligence / Vendor Intelligence / Project Intelligence / Supply Chain Intelligence / Market Intelligence Procurement Stage: AWARD / WINNER ANNOUNCED Geographic Coverage: Indonesia Source Basis: LIST PEMENANG — 20 AGUSTUS 2026 — 18 halaman Jumlah Award Record Terbaca: 96 record Jumlah Kategori: 14 kategori Record dengan Nilai Penawaran: 96 record Akumulasi Aritmetis Nilai Penawaran: ± Rp128,417 miliar Potential Exact Duplicate: 3 pasangan record RAG Status: ACTIVE TENDER AWARD KNOWLEDGE Data Principle: Source-Based / Temporal / Category-Based / Project-Based / Vendor-Based / Relationship-Based / Procurement-Based
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Gallery Album
HALAMAN 01 - 03
MASTER RAG INDEX
01 — MASTER TENDER AWARD INTELLIGENCE
Knowledge utama seluruh hasil tender yang diumumkan dalam dataset.
Knowledge Objects:
Tender Award → Project Owner → Project / Package → Category → Winning Vendor → Award Value → Geography → Procurement Date → Industry → Opportunity Ecosystem
AI Retrieval Intent:
Siapa pemenang tender? Tender apa yang sudah diumumkan? Berapa harga penawaran pemenang? Siapa project owner? Tender award tanggal 19 Agustus 2026? Tender Award Indonesia 20 Agustus 2026?
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02 — CIVIL WORK & INFRASTRUCTURE INTELLIGENCE
50 award records
Cluster terbesar dalam dataset.
Mencakup antara lain:
ROAD • DRAINAGE • IRRIGATION • SETTLEMENT • BUILDING • BRIDGE • CHANNEL • NORMALIZATION • REHABILITATION • PUBLIC INFRASTRUCTURE
Knowledge Relationship:
Civil Work → Road Construction → Jalan Lingkungan → Reconstruction → Rehabilitation → Drainage → Irrigation → River / Channel → Settlement Infrastructure → Building Repair → Bridge / Jerambah → Contractor → Tender Award
Area yang muncul antara lain:
Kalimantan Barat • Jawa Barat • Jawa Tengah • Palembang • Palangka Raya • Sulawesi Tengah
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03 — ENGINEERING CONSULTANT — CONSTRUCTION
19 award records
Knowledge Cluster:
Engineering Consultant → Planning → Architecture → Supervision → Infrastructure Supervision → Building Supervision → Road Supervision → Drainage / River Supervision → Technical Planning → Consultant Company → Award
Property → Facility → Building Maintenance → Classroom Rehabilitation → Public Building → Facility Contractor → Maintenance Vendor
Mencakup pekerjaan pemeliharaan gedung serta rehabilitasi fasilitas pendidikan.
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06 — ENGINEERING CONSULTANT — NON CONSTRUCTION
4 award records
Knowledge Topics:
APPLICATION MAINTENANCE • PROFESSIONAL EXPERT • E-PBB • BPHTB • E-DALPRO • ACADEMIC STUDY
Knowledge Path:
Consulting → Digital Application → Government Information System → Expert Services → Project Control → Study / Academic Document → Consultant / Individual Expert
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07 — COMPUTER & DIGITAL TECHNOLOGY
Digital procurement intelligence.
Award Highlight
Digitalisasi Pengelolaan Jaringan Distribusi Project Owner: PLN Wilayah Sulawesi Selatan, Sulawesi Tenggara dan Sulawesi Barat Winning Vendor: PT Mahardhika Indoraya Tama Award Value: Rp437.938.150
Knowledge Relationship:
PLN → Distribution Network → Digitalization → Computer & IT → Utility Technology → Digital Operations → Vendor
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HALAMAN 08 - 11
08 — ELECTRICITY EQUIPMENT & UPS
Electrical Equipment Intelligence.
Award Highlight
Pengadaan Battery UPS 250 KVA dan 100 KVA di PLN UP3 Mataram
Winning Vendor: PT Tritunggal Swarna Award Value: Rp1.592.500.000
Knowledge Relationship:
PLN → UPS → Battery System → Power Backup → Electrical Equipment → Critical Power → Supplier
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09 — HSE, FIRE & SAFETY INTELLIGENCE
Award Highlight
Pengadaan Hydrant Gudang Cemara
Project Owner: PLN Wilayah Kalimantan Barat
Winning Vendor: PT Cahaya Gemilang Sinergi Indonesia
Award Value: Rp1.110.810.811
Knowledge Path:
HSE → Fire Protection → Hydrant → Warehouse Safety → Emergency System → Fire Equipment → Contractor / Supplier
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10 — MANPOWER & OUTSOURCING INTELLIGENCE
Strategic Award
Pengadaan Pekerjaan Volume Based Pengelolaan Pengemudi di Lingkungan PLN
Project Owner: PLN Distribusi Jawa Timur Winning Vendor: PT Kastilmas Persada Award Value: Rp92.309.820.064
Knowledge Relationship:
PLN → Manpower → Driver Management → Outsourcing → Workforce Services → Operational Support → Service Provider
Award ini merupakan salah satu record bernilai terbesar dalam dataset.
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11 — TRANSPORTATION & VEHICLE SERVICES
Knowledge Cluster:
Vehicle → Motorcycle → Maintenance → Spare Parts → Fleet Support → Government Procurement → Vendor
Mencakup pemeliharaan dan penggantian suku cadang kendaraan roda dua.
Belanja Pakaian Olahraga Kaos Kegiatan Minat Bakat dan Kreativitas Siswa
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15 — OWNER / BUYER INTELLIGENCE
Dataset dapat diindeks berdasarkan instansi atau project owner.
Major Buyer Nodes antara lain:
PLN Provinsi Riau Provinsi Kalimantan Barat Provinsi Jawa Barat Provinsi Jawa Tengah Provinsi Sulawesi Tengah Provinsi DKI Jakarta Kota Cimahi Kota Palembang Kota Palangka Raya Kota Bandar Lampung Kota Balikpapan Kota Bandung
AI dapat melakukan retrieval:
OWNER → PROJECT → CATEGORY → WINNER → VALUE
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HALAMAN 16 - 17
16 — WINNING VENDOR INTELLIGENCE
Setiap nama pemenang harus menjadi Vendor Knowledge Node tersendiri.
Struktur:
Vendor ↓ Award History ↓ Project Owner ↓ Project Category ↓ Project Name ↓ Award Value ↓ Geographic Footprint ↓ Repeat Winner Pattern ↓ Industry Capability ↓ Potential Business Relationship
Contoh repeat-winner pattern yang terlihat pada sumber:
CV. Abidzar Intan Pratama → pembangunan fasilitas lingkungan permukiman
CV. Raja Concrete Nusantara → pekerjaan/perbaikan jalan
Buana Citra Kazabi → pekerjaan jalan lingkungan
Rayyan Cipta Kontruksi → beberapa pekerjaan jalan lingkungan
CV Chansu Inara Membangun → pekerjaan jalan lingkungan Sulawesi Tengah
PLN menjadi salah satu node strategis karena award tersebar pada berbagai bidang.
PLN PROCUREMENT KNOWLEDGE GRAPH
PLN
↓
Digitalization Electrical Equipment UPS & Battery Hydrant / HSE Manpower Outsourcing Relay Protection Rectifier SCADA Remote Front End Transmission Infrastructure Fire Protection
↓
Technology Provider Electrical Contractor System Integrator Equipment Supplier HSE Vendor Manpower Company
↓
AWARD WINNER DATABASE
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HALAMAN 18 - 20
18 — GEOGRAPHIC INTELLIGENCE
Struktur retrieval berbasis lokasi:
INDONESIA ↓ Province ↓ City / Regency ↓ Project Owner ↓ Project ↓ Category ↓ Winning Vendor ↓ Award Value
Geographic intelligence memungkinkan AI menjawab:
Pemenang tender di Jawa Barat? Proyek apa yang dimenangkan di Palembang? Vendor pemenang di Sulawesi Tengah? Award PLN di wilayah Sulawesi? Tender konstruksi di Kalimantan? Proyek Kota Balikpapan tanggal 19 Agustus 2026?
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19 — AWARD VALUE INTELLIGENCE
Setiap award dapat diklasifikasikan berdasarkan nilai.
→ Software → Networking → Server → Cloud → Cybersecurity → IoT → System Integration → Data Analytics
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24 — AI SEARCH & RETRIEVAL INTENT
RAG harus mampu memahami pertanyaan natural-language seperti:
“Siapa pemenang tender tanggal 19 Agustus 2026?” “Ada award PLN?” “Siapa pemenang proyek jalan?” “Tender award Civil Work siapa saja?” “Vendor mana yang menang lebih dari sekali?” “Tender dengan nilai di atas Rp1 miliar?” “Siapa pemenang proyek di Palembang?” “Ada proyek SCADA PLN?” “Siapa pemenang pengadaan UPS?” “Ada award HSE atau hydrant?” “Tender manpower terbesar siapa?” “Vendor konstruksi Sulawesi Tengah?” “Pemenang engineering consultant?” “Perusahaan apa yang berpotensi membutuhkan material konstruksi?”
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HALAMAN 25 - 26
25 — DATA QUALITY & DUPLICATE CONTROL
Dataset harus mempertahankan data sumber, tetapi RAG memberikan flag untuk record yang berpotensi duplikat.
POTENTIAL EXACT DUPLICATE
01
Pekerjaan Perbaikan Atap Gedung A Rusunawa Leuwigajah → CV. Bintangbarat Perkasa → Rp248.064.043,31 → muncul 2 kali
02
Pengawasan Perbaikan Atap Gedung A Rusunawa Leuwigajah → PT Sampulur Cipta Guna → Rp40.807.085,40 → muncul 2 kali
03
Jasa Konsultansi Pengawasan Rehabilitasi Saluran Sungai Cimahi → PT Sampulur Cipta Guna → Rp71.767.438,50 → muncul 2 kali
Status:
POTENTIAL DUPLICATE — REQUIRE SOURCE VALIDATION
Data tidak dihapus otomatis.
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26 — RAG KNOWLEDGE GRAPH
TENDER INDONESIA
↓
TENDER AWARD
↓
Project Owner ↔ Project ↔ Location ↔ Category ↔ Winning Vendor ↔ Award Value ↓ Vendor Capability ↓ Industry ↓ Products ↓ Technology ↓ Equipment ↓ Services ↓ Supply Chain ↓ Potential Partner ↓ Member TENDER INDONESIA ↓ BUSINESS MATCHING ↓ BUSINESS OPPORTUNITY
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HALAMAN 27 - 28
27 MASTER AI KNOWLEDGE OBJECT
Setiap tender award idealnya diubah menjadi satu object RAG:
AWARD ID Award Date Source Date Project Owner Project Name Category Winning Vendor Award Value Province / City Industry Project Type Vendor Type Product Relationship Technology Relationship Supply Chain Relationship Business Matching Tags Duplicate Flag Source Reference
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28 STRATEGIC INTELLIGENCE LAYER
Dataset award selanjutnya dapat dihubungkan dengan:
DAILY TENDER RAG
TENDER AWARD RAG
COMPANY RAG
VENDOR RAG
PRODUCT RAG
TECHNOLOGY RAG
PEOPLE RAG
PROJECT RAG
MEMBER TENDER INDONESIA RAG
Sehingga terbentuk:
TENDER INDONESIA PROCUREMENT KNOWLEDGE GRAPH
Opportunity Tender Winner Vendor Project Requirement Product Technology Key Person Member Business Access
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MASTER INDEX STATUS
TI-RAG-AWARD-20260820-MASTER
96 AWARD RECORDS
14 PROCUREMENT CATEGORIES
Rp128,417 BILLION RECORDED AWARD VALUE
PROJECT OWNER VENDOR VALUE LOCATION TECHNOLOGY SUPPLY CHAIN BUSINESS MATCHING
RAG STATUS: ACTIVE
TENDER INDONESIA
FROM TENDER DATA PROCUREMENT KNOWLEDGE VENDOR INTELLIGENCE BUSINESS OPPORTUNITY
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