Build a Beneficial Owner Evidence Request and Unresolved Graph Visualizer
Trace multi-tier corporate shareholding declarations to pinpoint unverified ownership thresholds. Synthesize formal documentary requests for missing intermediaries and produce unresolved control diagrams.
What you are building
The core problem, expected build, and operating context for this challenge.
Trace multi-tier corporate shareholding declarations to pinpoint unverified ownership thresholds. Synthesize formal documentary requests for missing intermediaries and produce unresolved control diagrams.
Enhanced due diligence compliance officer
Ingest BODS v0.4 ownership and control statements linking corporate entities and holding vehicles.
Calculate aggregate direct and indirect share percentages to identify unexplained gaps above reporting thresholds.
Generate targeted Request for Information documents identifying specific missing intermediate entities.
Render structured graph representations distinguishing verified natural owners from unresolved holding nodes.
Interactive graph inspector showing verified and broken control links, with an RFI document drafting modal.
Construct mock BODS v0.4 JSON datasets representing multi-tiered corporate holdings with deliberately omitted intermediary shareholdings. Starter examples below are synthetic. They are not downloaded records.
Beneficial Ownership Data Standard Applies BODS v0.4 data modeling standards to track entity-to-entity shareholding paths and calculate effective control.
langgraph, networkx, pydantic. LangGraph manages stateful traversal of multi-tier ownership chains and orchestrates evidence request drafting cycles. Requires hosted model API for drafting customized regulatory information requests targeting missing beneficial owners.
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.
Detects breaks in ownership chains where aggregate declared control is below the statutory 25% threshold.
Produces valid Mermaid or JSON graph representations highlighting unresolved corporate parent entities.
Drafts itemized Requests for Information specifying exact legal entities and registration jurisdictions requiring documentation.
```json [ { "input": { "target_entity": "ENT-7788", "statements": [ { "from": "ENT-7788", "to": "HOLDCO-1", "share": 0.6 }, { "from": "HOLDCO-1", "to": "TRUST-9", "share": 0.8 } ], "natural_persons": [] }, "expected_output": { "unresolved_control_detected": true, "terminal_unresolved_entity": "TRUST-9", "effective_unresolved_share": 0.48, "evidence_request_items": [ "TRUST-9 deed and trustee registry", "Beneficiary schedule for TRUST-9" ] } }, { "input": { "target_entity": "ENT-1122", "statements": [ { "from": "ENT-1122", "to": "PER-44", "share": 1 } ], "natural_persons": [ "PER-44" ] }, "expected_output": { "unresolved_control_detected": false, "terminal_unresolved_entity": null, "effective_unresolved_share": 0, "evidence_request_items": [] } } ] ```
Operates entirely on synthetic corporate declarations without issuing binding legal notices or querying real registries. Use mock external writes. Require human review before any real deployment.
Participation guide
Operates entirely on synthetic corporate declarations without issuing binding legal notices or querying real registries. Use mock external writes and human review.
How work is evaluated
Detects breaks in ownership chains where aggregate declared control is below the statutory 25% threshold. Produces valid Mermaid or JSON graph representations highlighting unresolved corporate parent entities. Drafts itemized Requests for Information specifying exact legal entities and registration jurisdictions requiring documentation.
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 ownership and control statements linking corporate entities and holding vehicles. Calculate aggregate direct and indirect share percentages to identify unexplained gaps above reporting thresholds. Generate targeted Request for Information documents identifying specific missing intermediate entities. Render structured graph representations distinguishing verified natural owners from unresolved holding nodes.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Detects breaks in ownership chains where aggregate declared control is below the statutory 25% threshold. Produces valid Mermaid or JSON graph representations highlighting unresolved corporate parent entities. Drafts itemized Requests for Information specifying exact legal entities and registration jurisdictions requiring documentation.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Interactive graph inspector showing verified and broken control links, with an RFI document drafting modal.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Operates entirely on synthetic corporate declarations without issuing binding legal notices or querying real registries.
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 ownership and control statements linking corporate entities and holding vehicles.
Calculate aggregate direct and indirect share percentages to identify unexplained gaps above reporting thresholds.
Generate targeted Request for Information documents identifying specific missing intermediate entities.
Render structured graph representations distinguishing verified natural owners from unresolved holding nodes.
Reference links and supporting material
Construct mock BODS v0.4 JSON datasets representing multi-tiered corporate holdings with deliberately omitted intermediary shareholdings. 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 ownership and control statements linking corporate entities and holding vehicles. Calculat...
- Detects breaks in ownership chains where aggregate declared control is below the statutory 25% threshold. P...
- Interactive graph inspector showing verified and broken control links, with an RFI document drafting modal.
- 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.