ALPHA ENGINE INGESTION ACTIVE
TARGET LAUNCH: Q2 2026
NEPALREFORMS INTELLIGENCE BACKBONE • TRACKER V1.0

The Public Accountability Engine for Nepal’s Governance.

Connecting manifesto promises, Red Book budget lines, money flow events, and ground-reality evidence into an open, verifiable public knowledge graph.

✓ Zero spam✓ Exact provenance✓ Open civic data

DATABASE READINESS & INGESTION TELEMETRY

What’s Being Ingested & Verified

STAGE: GRAPH ENGINE INGESTION
CORE_AGENDAS
31

Evidence-based reform proposals with baseline outcomes

PROMISES_PARSED
1,248+

RSP Bacha Patra & Parliamentary election pledges extracted

BUDGET_INDEXED
NPR 1.86T

Red Book federal & provincial budget line items mapped

MPS_TRACKED
275

House of Representatives members with local commitments

LOCAL_UNITS
753

Municipalities & local bodies mapped for ground reality audits

SYSTEM PILLARS

Four Layers of Accountability Intelligence

Explore how the Tracker moves beyond static promises to model real money flow and citizen ground truth.

Structured Manifesto Extraction

Promises are parsed into typed entities with exact page, paragraph, and party provenance.

STRICT_PROVENANCE_MODEL
SAMPLE PROMISE #RSP-BP-014VERIFIED_LINKAGE

Digitize all national identity & vital registration services within 100 days

Source: RSP Bacha Patra 2079/2082 • Page 14 • Paragraph 3

Linked Agenda: #1 (Digital Governance & Anti-Corruption Portal)
Implementing Body: MoCIT / Department of National ID
SAMPLE PROMISE #NC-MAN-038PENDING_BUDGET

Establish fast-track anti-graft special tribunals across all 7 provinces

Source: NC Parliamentary Manifesto • Section 4.2

Linked Agenda: #11 (Judicial & CIAA Autonomy Reform)
Implementing Body: Judicial Council / Ministry of Law
Zero Hallucination Rule: Links are never guessed. If a manifesto promise does not resolve to an exact project ID, it stays unresolved for human operator review.
DELIVERY SCHEDULE

Roadmap to Launch

Building systematically to guarantee that every data node is verifiable and free of phantom entries.

PHASE 1DONE

Foundation & Schema

Neo4j ontology, typed budget contracts, agenda-promise linking pipelines, and consistency validation.

PHASE 2CURRENT

Red Book & Ingestion

Extracting Federal Red Book budget lines, multi-party manifestos, and ministry project identifiers.

PHASE 3Q2 2026

Public Beta Explorer

Interactive web graph, constituency filters, money flow visualizer, and exportable audit datasets.

PHASE 4Q3 2026

Citizen Oracle Network

Decentralized field audits, photo verification, community oversight bounty program, and open APIs.

JOIN THE ACCURACY INITIATIVE

Help Us Verify Ground Reality Across Nepal

Whether you are an investigative journalist, data analyst, legal researcher, or active citizen in your district — you can join as a verified ground auditor.

1. Field Audits

Verify local school, hospital, and infrastructure progress in your municipality.

2. Budget Auditing

Analyze district expenditure notices and municipal procurement tenders.

3. Open Data APIs

Query graph nodes programmatically for journalism and civic tech apps.