Build a BODS State-Owned Enterprise Control Chain Visualizer
Parse corporate registry declarations against BODS v0.4 data standards to identify state-owned enterprise structures. Extract government control thresholds and map indirect state ownership paths.
What you are building
The core problem, expected build, and operating context for this challenge.
Parse corporate registry declarations against BODS v0.4 data standards to identify state-owned enterprise structures. Extract government control thresholds and map indirect state ownership paths.
Enhanced due diligence investigator
Ingest BODS v0.4 statement packages containing entity ownership and directorship declarations.
Apply BODS modeling requirements to detect state-owned enterprise markers and government identifiers.
Calculate cumulative indirect ownership percentages to determine absolute state control thresholds.
Render an SOE control chain dossier detailing government influence across corporate hierarchies.
Network visualization showing shared directorships and registered agent clusters with an evidence drill-down panel.
Generate 45 synthetic BODS records showing varying degrees of direct and indirect government ownership. Starter examples below are synthetic. They are not downloaded records.
Beneficial ownership modelling Adheres to BODS v0.4 specific modeling guidance for 'Representing state-owned enterprises' cited in source excerpt 4.
langgraph, networkx, pydantic. LangGraph choreographs multi-step node traversal to evaluate interconnected directorship networks. Local or hosted LLM for drafting investigative findings from raw cluster metrics.
Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.
Correctly identifies entities designated as state-owned enterprises via BODS schema.
Calculates cumulative ownership chains to verify absolute government control thresholds.
Generates a structured JSON dossier outlining the state ownership path.
```json [ { "input": { "entity_id": "ENT-990", "name": "National Telecom LLC", "ownership_statements": [ { "interested_party": "GOV-01", "type": "state_body", "shares_exact": 60 } ] }, "expected_output": { "is_soe": true, "controlling_state_body": "GOV-01", "cumulative_state_ownership": 60, "chain_depth": 1 } }, { "input": { "entity_id": "ENT-991", "name": "Local Retail Corp", "ownership_statements": [ { "interested_party": "PER-05", "type": "person", "shares_exact": 100 } ] }, "expected_output": { "is_soe": false, "controlling_state_body": null, "cumulative_state_ownership": 0, "chain_depth": 0 } } ] ```
Assesses structural pattern risks; does not accuse individuals or make automated corporate governance judgments. Use mock external writes. Require human review before any real deployment.
Participation guide
Assesses structural pattern risks; does not accuse individuals or make automated corporate governance judgments. Use mock external writes and human review.
How work is evaluated
Correctly identifies entities designated as state-owned enterprises via BODS schema. Calculates cumulative ownership chains to verify absolute government control thresholds. Generates a structured JSON dossier outlining the state ownership path.
Runnable source, pinned dependencies, setup commands, working interface, example outputs, recorded demo, tests, and action logs.
Challenge datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.
Complete workflow
Ingest BODS v0.4 statement packages containing entity ownership and directorship declarations. Apply BODS modeling requirements to detect state-owned enterprise markers and government identifiers. Calculate cumulative indirect ownership percentages to determine absolute state control thresholds. Render an SOE control chain dossier detailing government influence across corporate hierarchies.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Correctly identifies entities designated as state-owned enterprises via BODS schema. Calculates cumulative ownership chains to verify absolute government control thresholds. Generates a structured JSON dossier outlining the state ownership path.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Network visualization showing shared directorships and registered agent clusters with an evidence drill-down panel.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Assesses structural pattern risks; does not accuse individuals or make automated corporate governance judgments.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Ingest BODS v0.4 statement packages containing entity ownership and directorship declarations.
Apply BODS modeling requirements to detect state-owned enterprise markers and government identifiers.
Calculate cumulative indirect ownership percentages to determine absolute state control thresholds.
Render an SOE control chain dossier detailing government influence across corporate hierarchies.
Reference links and supporting material
Generate 45 synthetic BODS records showing varying degrees of direct and indirect government ownership. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
LangGraph
Runtime for stateful agent workflows.
Evaluated output
No output checks are configured.
- Ingest BODS v0.4 statement packages containing entity ownership and directorship declarations. Apply BODS m...
- Correctly identifies entities designated as state-owned enterprises via BODS schema. Calculates cumulative...
- Network visualization showing shared directorships and registered agent clusters with an evidence drill-dow...
- 2 public reference cases
- 2 configured tools
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
View technical recipe
Configured tools
- LangGraph · Optional
- LangGraph · Optional
Evaluation contract
- Complete workflow · Weight 40
- Correctness and evidence · Weight 30
- Review interface · Weight 20
- Safe execution · Weight 10
Reference cases
- 2 public reference cases
Workflow tasks
No workflow tasks are configured.
Recipe freeze marker
No recipe freeze time is recorded.