Enrich data via web search

Resolve missing or ambiguous data fields via web search

Filling postal code → municipality gaps in data records when deterministic database lookups fail and confidence is low.

• · Record with gaps: postal_code, city, address, state_province, _triage_route, _triage_data_confidence, _unknown_fsa, _municipality_confidence, _gap_hints

• · Enriched record with resolved fields: municipality, _web_search_evidence (audit trail), _decisions

• · Tavily API (web search, rate-limited and billed)

• · _triage_route == 'needs_review'
• · _triage_data_confidence < trigger_below (default 0.70)
• · At least one identifiable gap
• · Per-batch budget not exhausted
• · Deterministic skills run first

• · Tavily API rate limit or budget exhausted → no search performed
• · Parser plugin returns no useful data → low-confidence signal only
• · Web search results incorrect → output as low-confidence signal, not ground truth
• · Gap hints ambiguous → skill may over-search

• · Gating logic prevents wasteful searches (route + confidence + gap checks)
• · Audit trail logged in _web_search_evidence
• · Domain-agnostic core with per-domain parser plugins
• · Web cache reuses results (TTL managed)