"""Scope-filtered anchor projection. Frozen before R2 predictions. The new primary rule removes the unhelpful counterfactual branch and refuses clauses whose scope/cardinality cannot be represented by the original parser. No test labels, images, or masks enter the syntax guard. """ import re import phase1_repair as p1 FORBIDDEN=re.compile(r'\b(that|which|who|whose|with|wearing|holding|carrying|standing|sitting|looking|and|or|except|without|behind|between|nearest|closest|not|no)\b') EXACT_COUNT=re.compile(r'\b(two|three|four|five|six|seven|eight|nine|ten|[2-9])\b') def scope_safe(text): q=p1.parse_query(text) if q.negate:return True,'explicit_action' if not q.supported:return False,'outside_grammar' if EXACT_COUNT.search(q.original):return False,'exact_cardinality_unsupported' clauses=[q.target]+([q.anchor] if q.anchor else []) if any(FORBIDDEN.search(c) or len(c.split())>5 for c in clauses):return False,'nested_or_modified_clause' if any(re.search(r'\b(left|right|above|below)\b',c) for c in clauses):return False,'nested_relation' return True,'accepted' def repair(text,maps,threshold): preds,flags=p1.repaired_maps(text,maps,threshold) safe,reason=scope_safe(text) preds['safe_anchor']=preds['anchor_gate'] if safe else preds['frozen'] flags.update(scope_safe=safe,scope_reason=reason,cf_vs_anchor_changed=bool((preds['cacp']!=preds['anchor_gate']).any()),nogate_cf_changed=bool((preds['anchor_nogate']!=preds['counterfactual_nogate']).any()),safe_vs_frozen_changed=bool((preds['safe_anchor']!=preds['frozen']).any())) return preds,flags def primary_plan(text): q=p1.parse_query(text);safe,_=scope_safe(text) return list(dict.fromkeys([q.original]+([q.target,q.anchor] if safe and q.anchor else [q.target] if safe and not q.negate else []))) def primary_mask(text,maps,threshold): """The primary rule alone, without computing any ablated branches.""" q=p1.parse_query(text);p=maps[q.original];base=p1.native(p,threshold) if q.negate:return base & False safe,_=scope_safe(text) if not safe:return base targets=p1.components(maps.get(q.target,p),threshold) if not targets:return base if q.relation.endswith('most'):return p1.global_component(targets,q.relation)['mask'] if not q.anchor: if q.plural:return p1.union(targets,p.shape) margin=targets[0]['confidence']-(targets[1]['confidence'] if len(targets)>1 else 0) return base if margin<.05 else targets[0]['mask'] anchors=p1.components(maps[q.anchor],threshold) if not anchors:return base ac=anchors[0];margin=ac['confidence']-(anchors[1]['confidence'] if len(anchors)>1 else 0) if margin<.05:return base key='x' if q.relation in ('left','right') else 'y';sign=1 if q.relation in ('right','below') else -1 allowed=[c for c in targets if sign*(c[key]-ac[key])>=.03] if not allowed:return base margin=allowed[0]['confidence']-(allowed[1]['confidence'] if len(allowed)>1 else 0) if not q.plural and margin<.05:return base return p1.union(allowed if q.plural else [allowed[0]],p.shape)