_apply_action_plan: constrain the target KPIDefinition lookup to sug.entity_id so a
suggestion whose target_id/suggestion_data.kpi_id points at a foreign-entity KPI now
returns 404 instead of creating an ActionPlan row with a cross-entity kpi_id.
preview_suggestion: same constraint; a foreign-entity KPI now degrades to the existing
placeholder (KPI#<id>, current_target=None) instead of echoing the foreign KPI name and
current_target. Degradation (not 404) keeps the read-side preview usable when the stored
kpi_id is inconsistent.
Regression: backend/tests/test_ai_suggestion_kpi_attribution_residual_20260918.py
(RED 2 failed before, GREEN 5 passed after; full suite 1228+2F -> 1230 passed / 1 xfailed).
dismiss_suggestion: add get_entity_id dependency and filter AISuggestion.entity_id (cross-entity dismiss returned 200 and mutated the foreign row).
_apply_kpi_target/_apply_budget_adjust: constrain target KPIDefinition lookup to sug.entity_id so suggestion_data pointing at a foreign KPI yields 404 instead of rewriting it.
Regression: backend/tests/test_dismiss_suggestion_entity_scope_20260918.py (RED 3 failed before, GREEN 5 passed after; full suite 1220 -> 1225 passed, 1 xfailed).
-m- ai_suggestions.get_suggestion: filter by session entity_id (foreign 404)
- ai_suggestions.preview_suggestion: use the existing entity_id dependency in the query
- deviation_push.get_map_nodes: add entity_id dependency and (entity_id or 1) ownership guard
- tests: 4 regression cases (3 RED -> GREEN + auth baseline 401)
alert-to-plan, deviation-push review topic and AI-suggestion-to-plan built ActionPlan(...) without entity_id, so non-e1 sessions wrote rows with the model default 1 and entity_id stayed untrustworthy on those paths. Write the session entity at all three sites, scope the deviation-push topic dedupe by entity (a foreign same-title topic no longer suppresses the session entity's own topic), and require the applied suggestion to belong to the session entity. Adds 7 regression tests (both directions + cross-entity negative controls + auth floor).