"""Frozen environment data and shared runtime constants."""

from pathlib import Path
import datetime as _datetime
import re as _re

CASE_DIR = Path(__file__).resolve().parent
DATA = CASE_DIR / 'data'

DATA_TOOLS = [{'type': 'function', 'function': {'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'list_students', 'description': 'Return bounded student identity records in the active request batch, filtered before pagination.', 'parameters': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'search_course_sections', 'description': 'Search term sections by supplied catalog, schedule and campus filters before pagination. Matched rows are charged.', 'parameters': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}, 'campus_location': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['term_id']}}}, {'type': 'function', 'function': {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'get_registration_policy', 'description': 'Read the current section-term policy binding for a student and section in the current request batch. The policy reference applies to all requests for that section in the term; it does not itself establish student eligibility. Processing evidence is reusable across students only when every listed condition field matches and no newer ordinary evidence contradicts it.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}}, {'type': 'function', 'function': {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}}, {'type': 'function', 'function': {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis', 'policy_reference']}}}]

DATA_TASKS = [{'position': 1, 'private_task_id': 'T01', 'event_id': 'event-6dd2cfe505ff313f086d', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-6dd2cfe505ff313f086d", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira 932d84e7b6 Bell", "university_id": "RVU-7447A8379864"}, "target_id": "request-a425a33e255af0ddc686", "term_id": "term-2026-fall"}, {"campus_location": "Curie Hall 120", "course_code": "CHEM 224", "course_title": "Molecular Balance", "delivery_mode": "hybrid", "department_code": "CHEM", "meeting_day": "tue", "processing_lane": "lane-v4", "student": {"full_name": "Jonah 0cfca75cd1 Reed", "university_id": "RVU-B1D7722D5839"}, "target_id": "request-d458a1db1e3ccdff2449", "term_id": "term-2026-fall"}, {"campus_location": "Darwin Hall 118", "course_code": "BIOS 232", "course_title": "Cellular Signals", "delivery_mode": "in_person", "department_code": "BIOS", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Nora D7e106fb2d Kim", "university_id": "RVU-BDC9333028BE"}, "target_id": "request-0e9f9e6d2d78e4f2450c", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias 5e5e8cdee2 Stone", "university_id": "RVU-C59FC00FFD40"}, "target_id": "request-343db9704d115000937b", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 2, 'private_task_id': 'T02', 'event_id': 'event-c0c864e73a42be777b24', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-c0c864e73a42be777b24", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira 8dedc10965 Bell", "university_id": "RVU-0B59908D0446"}, "target_id": "request-d6e229aa7094dc76b7ed", "term_id": "term-2026-fall"}, {"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Talia D62691b815 Brooks", "university_id": "RVU-7A04DA0E4CA4"}, "target_id": "request-76026373d21b34b6063d", "term_id": "term-2026-fall"}, {"campus_location": "Curie Hall 120", "course_code": "CHEM 224", "course_title": "Molecular Balance", "delivery_mode": "hybrid", "department_code": "CHEM", "meeting_day": "tue", "processing_lane": "lane-v4", "student": {"full_name": "Jonah 3a632a8587 Reed", "university_id": "RVU-CA6DFAD108E4"}, "target_id": "request-6cba310c559156a40942", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias C344b881a2 Stone", "university_id": "RVU-59490AF50A55"}, "target_id": "request-90c7500711f0e1af5217", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 3, 'private_task_id': 'T03', 'event_id': 'event-a4bc000a24ac3114a1e2', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-a4bc000a24ac3114a1e2", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira 4461cf781e Bell", "university_id": "RVU-45192A16FE44"}, "target_id": "request-6a7299f466210bd95688", "term_id": "term-2026-fall"}, {"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Talia 9c9c92590d Brooks", "university_id": "RVU-3E984CF13D53"}, "target_id": "request-22b176aee6552f5fd793", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-v4", "student": {"full_name": "Caleb 8597e9f6f9 Frost", "university_id": "RVU-C1CEAD6DF21F"}, "target_id": "request-3381c725f8ee444984c9", "term_id": "term-2026-fall"}, {"campus_location": "Darwin Hall 118", "course_code": "BIOS 232", "course_title": "Cellular Signals", "delivery_mode": "in_person", "department_code": "BIOS", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Nora 99d6ac3a40 Kim", "university_id": "RVU-33AE3E8D739B"}, "target_id": "request-ea66e5d06fa6372d2ed3", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 4, 'private_task_id': 'T04', 'event_id': 'event-461eec3aecf771e58f35', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-461eec3aecf771e58f35", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira Fd4b21b7c7 Bell", "university_id": "RVU-CC6ECF6169B0"}, "target_id": "request-98e22d570013ad3873a5", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-v4", "student": {"full_name": "Caleb D3ae27e1ad Frost", "university_id": "RVU-CC9CD98EC86A"}, "target_id": "request-515d67feb2b8d304c986", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias A14cc7a93b Stone", "university_id": "RVU-E5750E7E8032"}, "target_id": "request-61353a9af797a3a500ef", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-v4", "student": {"full_name": "Iris A179e7e0f4 Navarro", "university_id": "RVU-3EAC6C46E527"}, "target_id": "request-e547ad1c09b5263e7d47", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 5, 'private_task_id': 'T05', 'event_id': 'event-a7f2b3362fcf4d1a18a0', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-a7f2b3362fcf4d1a18a0", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias 1e195b93ca Stone", "university_id": "RVU-7031A53E1C96"}, "target_id": "request-d99511e0f8f629760583", "term_id": "term-2026-fall"}, {"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Talia Fa775a3fea Brooks", "university_id": "RVU-E3710839ED5B"}, "target_id": "request-68f04e5d5108ac7525e4", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris Fc3cfde1c0 Navarro", "university_id": "RVU-AF63798DFD5F"}, "target_id": "request-207b8c37c77368aa102b", "term_id": "term-2026-fall"}, {"campus_location": "Curie Hall 120", "course_code": "CHEM 224", "course_title": "Molecular Balance", "delivery_mode": "hybrid", "department_code": "CHEM", "meeting_day": "tue", "processing_lane": "lane-v4", "student": {"full_name": "Jonah A2e7596b64 Reed", "university_id": "RVU-FDEED1F7460C"}, "target_id": "request-221b9bbc1ee80ec6024a", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 6, 'private_task_id': 'T06', 'event_id': 'event-a1d2597f734b34d7e468', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-a1d2597f734b34d7e468", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Talia 85bf79eaff Brooks", "university_id": "RVU-F3E600D57062"}, "target_id": "request-931bf4cef1de342c98a4", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-v4", "student": {"full_name": "Caleb D2e1dbe85a Frost", "university_id": "RVU-F1673138E6F7"}, "target_id": "request-ce465c5c2a685423673d", "term_id": "term-2026-fall"}, {"campus_location": "Curie Hall 120", "course_code": "CHEM 224", "course_title": "Molecular Balance", "delivery_mode": "hybrid", "department_code": "CHEM", "meeting_day": "tue", "processing_lane": "lane-v4", "student": {"full_name": "Jonah 76834d8ea8 Reed", "university_id": "RVU-B0CE50672CB3"}, "target_id": "request-0e534dfc54f2b43f722b", "term_id": "term-2026-fall"}, {"campus_location": "Darwin Hall 118", "course_code": "BIOS 232", "course_title": "Cellular Signals", "delivery_mode": "in_person", "department_code": "BIOS", "meeting_day": "wed", "processing_lane": "lane-m2", "student": {"full_name": "Nora 5bd14bb4f2 Kim", "university_id": "RVU-DD9F407ABF46"}, "target_id": "request-01a36221cc97a1394310", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 7, 'private_task_id': 'T07', 'event_id': 'event-adaf86ffdc64f2c29816', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-adaf86ffdc64f2c29816", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris 05891efcf8 Navarro", "university_id": "RVU-6453596CC330"}, "target_id": "request-510abd75fad664317495", "term_id": "term-2026-fall"}, {"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Talia F0e47dbdcc Brooks", "university_id": "RVU-D09CF0535BA0"}, "target_id": "request-0f2d2506464bf06f1527", "term_id": "term-2026-fall"}, {"campus_location": "Darwin Hall 118", "course_code": "BIOS 232", "course_title": "Cellular Signals", "delivery_mode": "in_person", "department_code": "BIOS", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Nora 82ee014b3a Kim", "university_id": "RVU-0ABB85A264A8"}, "target_id": "request-b02fdfeec23787a9c4bb", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 0a7c7ec470 Frost", "university_id": "RVU-71499C9EAA0E"}, "target_id": "request-c55105c7b92040dbe05d", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 8, 'private_task_id': 'T08', 'event_id': 'event-6b9dbd8cc5be6af671b8', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-6b9dbd8cc5be6af671b8", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira 701961403f Bell", "university_id": "RVU-87882E8E5ADF"}, "target_id": "request-1045d3b77d23b372b798", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias 160659e960 Stone", "university_id": "RVU-70BACD149096"}, "target_id": "request-7b5a3cc32d6b4840c912", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris 3ea91c1f8a Navarro", "university_id": "RVU-E353B84CB6A0"}, "target_id": "request-45b1171d4ed52e1e9ec5", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 572212ebfe Frost", "university_id": "RVU-B17C4371176B"}, "target_id": "request-f89cdd09527aad04606b", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 9, 'private_task_id': 'T09', 'event_id': 'event-9d6a64820954f868d48b', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-9d6a64820954f868d48b", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira F48300843c Bell", "university_id": "RVU-5406A75640CE"}, "target_id": "request-6901b8c39e5eab179c89", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias Bb8b4c5740 Stone", "university_id": "RVU-229C3A140CDC"}, "target_id": "request-c3c7c9dd985dbda2ddca", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris Bca3e138a4 Navarro", "university_id": "RVU-E83A8456A02E"}, "target_id": "request-cb15208da29523ec5451", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 94a969b773 Frost", "university_id": "RVU-63DB8AB17FC4"}, "target_id": "request-7cfb2fb65e0a5566ee8b", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 10, 'private_task_id': 'T10', 'event_id': 'event-d8b7e05b1b16838e2bcb', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-d8b7e05b1b16838e2bcb", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira D1c23e0e16 Bell", "university_id": "RVU-8C896F211F3A"}, "target_id": "request-af63b0989ceb144a3045", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias 0ddaf39d6c Stone", "university_id": "RVU-1ACF3323218D"}, "target_id": "request-eda9c20d1686ca8a4242", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris 398771dd8c Navarro", "university_id": "RVU-F0591E9AF6AB"}, "target_id": "request-43dd3e22e0e0dbe66ff6", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 4864459e78 Frost", "university_id": "RVU-3A5035352419"}, "target_id": "request-d9e18281fe2e3adf6bd7", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 11, 'private_task_id': 'T11', 'event_id': 'event-677ebf9ec6c31589bf00', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-677ebf9ec6c31589bf00", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Talia Cb8250407b Brooks", "university_id": "RVU-AF77C4094DD6"}, "target_id": "request-4defd19182410a4ddb3f", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 03a2132174 Frost", "university_id": "RVU-6E2822CCD298"}, "target_id": "request-6205791602f9de4dc9f8", "term_id": "term-2026-fall"}, {"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira E549d957bb Bell", "university_id": "RVU-0E8567229245"}, "target_id": "request-a16e3a3c72d4bc0f996a", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "PHIL 229", "course_title": "Logic and Language", "delivery_mode": "online", "department_code": "PHIL", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Rowan 737210f466 Price", "university_id": "RVU-E97A70D15777"}, "target_id": "request-4bd5a730e5348b0a269a", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 12, 'private_task_id': 'T12', 'event_id': 'event-60442314f504eacae1c7', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-60442314f504eacae1c7", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Darwin Hall 118", "course_code": "BIOS 232", "course_title": "Cellular Signals", "delivery_mode": "in_person", "department_code": "BIOS", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Nora 9be272409f Kim", "university_id": "RVU-8F072336EC6F"}, "target_id": "request-b092905689d6e5134c8f", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Jonah A5c80774fd Reed", "university_id": "RVU-E096B71494FE"}, "target_id": "request-990804db16bd114278f1", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 929a1210d7 Frost", "university_id": "RVU-E23D61095320"}, "target_id": "request-6f95491998a9720de3e1", "term_id": "term-2026-fall"}, {"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira 9aa931b29b Bell", "university_id": "RVU-1FFCD6D7F5CA"}, "target_id": "request-17b02d1e7c3ab171d63e", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 13, 'private_task_id': 'T13', 'event_id': 'event-7677c6e08c5813ec8211', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-7677c6e08c5813ec8211", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Virtual Campus", "course_code": "PHIL 229", "course_title": "Logic and Language", "delivery_mode": "online", "department_code": "PHIL", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Rowan 116778e256 Price", "university_id": "RVU-A570CC8CCB6C"}, "target_id": "request-bb8021778e51e7b0798c", "term_id": "term-2026-fall"}, {"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Mira F58cc0e36c Bell", "university_id": "RVU-51F579310EB4"}, "target_id": "request-b563e9ea0a525e769eb7", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris Bf1dbba2a6 Navarro", "university_id": "RVU-9E22AFB645DB"}, "target_id": "request-6129e62f22599e62b4a8", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Elias 4e14283b36 Stone", "university_id": "RVU-0DECC5BFA98B"}, "target_id": "request-f427a996dbd1bdac2520", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 14, 'private_task_id': 'T14', 'event_id': 'event-e884316cb398a044acf0', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. 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Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-e884316cb398a044acf0", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-v4", "student": {"full_name": "Talia 27a37a4b4b Brooks", "university_id": "RVU-2D8040822764"}, "target_id": "request-00752daf2724f2eba3b5", "term_id": "term-2026-fall"}, {"campus_location": "Darwin Hall 118", "course_code": "BIOS 232", "course_title": "Cellular Signals", "delivery_mode": "in_person", "department_code": "BIOS", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Nora 088988b44f Kim", "university_id": "RVU-443AD94721FC"}, "target_id": "request-7d1cfbe0518a7e8c1647", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 6e974cfa49 Frost", "university_id": "RVU-33FDF91CF805"}, "target_id": "request-4d45bbb92a067bd9f97b", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris 902718cafb Navarro", "university_id": "RVU-1ABD85615158"}, "target_id": "request-0eebd66a0205b8af02e6", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 15, 'private_task_id': 'T15', 'event_id': 'event-8ff559f1cb9624a83bf5', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-8ff559f1cb9624a83bf5", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Virtual Campus", "course_code": "PHIL 229", "course_title": "Logic and Language", "delivery_mode": "online", "department_code": "PHIL", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Rowan Fadb857e34 Price", "university_id": "RVU-682A5757BC91"}, "target_id": "request-3a6519ec56b4488b1fee", "term_id": "term-2026-fall"}, {"campus_location": "Bancroft Hall 107", "course_code": "HIST 218", "course_title": "Archive Methods", "delivery_mode": "in_person", "department_code": "HIST", "meeting_day": "mon", "processing_lane": "lane-r8", "student": {"full_name": "Talia 4292134e8c Brooks", "university_id": "RVU-F4E2F695839F"}, "target_id": "request-67bde4b36567a42d8f3f", "term_id": "term-2026-fall"}, {"campus_location": "Curie Hall 120", "course_code": "CHEM 224", "course_title": "Molecular Balance", "delivery_mode": "hybrid", "department_code": "CHEM", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Jonah 5cceaca66a Reed", "university_id": "RVU-272F569FB218"}, "target_id": "request-5bdf8af07a8fd15c7388", "term_id": "term-2026-fall"}, {"campus_location": "Marshall Hall 202", "course_code": "ECON 245", "course_title": "Market Design", "delivery_mode": "hybrid", "department_code": "ECON", "meeting_day": "mon", "processing_lane": "lane-m2", "student": {"full_name": "Elias 945e10ddc2 Stone", "university_id": "RVU-F8499791E5B5"}, "target_id": "request-e907ffb3eb36fc872126", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}, {'position': 16, 'private_task_id': 'T16', 'event_id': 'event-9fd35a835e861933fbdf', 'query': '{"budget": {"charging": ["List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.", "Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call."], "exhaustion": "An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.", "limits": [{"allowance": 9, "resource": "returned read work units"}, {"allowance": 7, "resource": "mutation attempts"}, {"allowance": 32, "resource": "public business tool calls"}], "persistence": "Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch."}, "completion": {"evidence": {"mode": "authoritative_receipt", "proves": "the committed registration and grading basis explicitly reported", "source": "final registration, promotion, or provisional-finalization response"}, "mode": "independent", "priority_order": "none", "started_item_must_close": false, "subset_allowed": true}, "event_id": "event-9fd35a835e861933fbdf", "objective": "Complete the registration placements in any order. An unfinished student request does not block an unrelated student\'s placement. Create one active registration for each named student in the requested section and processing lane, using its applicable policy. Do not alter unrelated records.", "targets": [{"campus_location": "Virtual Campus", "course_code": "PHIL 229", "course_title": "Logic and Language", "delivery_mode": "online", "department_code": "PHIL", "meeting_day": "wed", "processing_lane": "lane-r8", "student": {"full_name": "Rowan 3e6d9ae892 Price", "university_id": "RVU-F59B8B983DDB"}, "target_id": "request-ce8229924c207013f5fa", "term_id": "term-2026-fall"}, {"campus_location": "Cadence Hall 105", "course_code": "MUSC 214", "course_title": "Tonal Structures", "delivery_mode": "in_person", "department_code": "MUSC", "meeting_day": "tue", "processing_lane": "lane-r8", "student": {"full_name": "Iris 753247b020 Navarro", "university_id": "RVU-6763FF8C0A1B"}, "target_id": "request-0352e010bc4d745a4049", "term_id": "term-2026-fall"}, {"campus_location": "Virtual Campus", "course_code": "MATH 226", "course_title": "Discrete Models", "delivery_mode": "online", "department_code": "MATH", "meeting_day": "fri", "processing_lane": "lane-r8", "student": {"full_name": "Caleb 67dc09c317 Frost", "university_id": "RVU-45F768BACF28"}, "target_id": "request-9e608417b78ee78adb4b", "term_id": "term-2026-fall"}, {"campus_location": "Kepler Hall 110", "course_code": "ASTR 211", "course_title": "Stellar Motion", "delivery_mode": "in_person", "department_code": "ASTR", "meeting_day": "mon", "processing_lane": "lane-k7", "student": {"full_name": "Mira B54c89c819 Bell", "university_id": "RVU-6A52AACCAEB6"}, "target_id": "request-c6117bf43dd2d057ed4d", "term_id": "term-2026-fall"}]}', 'business_budget': {'limits': [{'resource': 'returned read work units', 'allowance': 9}, {'resource': 'mutation attempts', 'allowance': 7}, {'resource': 'public business tool calls', 'allowance': 32}], 'charging': ['List/search reads charge the matched count before pagination, with a one-unit minimum. Other reads cost one unit, except a policy read costs four.', 'Each admitted write, including a failed business attempt, costs one mutation. Each admitted invocation costs one call.'], 'exhaustion': 'An over-budget read returns no business data and consumes the remaining read units. Exhausted resource pools reject operations.', 'persistence': 'Registrations persist. Verified section IDs, section-term policy references, and condition-scoped processing profiles may be reused while their stated scope remains current. Student identities and queue entries are request-scoped. Remaining waiting entries expire when their request batch closes. Resource allowances refill for a new batch.'}, 'completion': {'mode': 'independent', 'subset_allowed': True, 'priority_order': 'none', 'started_item_must_close': False, 'evidence': {'mode': 'authoritative_receipt', 'source': 'final registration, promotion, or provisional-finalization response', 'proves': 'the committed registration and grading basis explicitly reported'}}}]

DATA__TARGET_IDS_BY_TASK = {'T01': frozenset(('request-d458a1db1e3ccdff2449', 'request-343db9704d115000937b', 'request-a425a33e255af0ddc686', 'request-0e9f9e6d2d78e4f2450c')), 'T02': frozenset(('request-76026373d21b34b6063d', 'request-6cba310c559156a40942', 'request-d6e229aa7094dc76b7ed', 'request-90c7500711f0e1af5217')), 'T03': frozenset(('request-3381c725f8ee444984c9', 'request-22b176aee6552f5fd793', 'request-6a7299f466210bd95688', 'request-ea66e5d06fa6372d2ed3')), 'T04': frozenset(('request-98e22d570013ad3873a5', 'request-e547ad1c09b5263e7d47', 'request-515d67feb2b8d304c986', 'request-61353a9af797a3a500ef')), 'T05': frozenset(('request-68f04e5d5108ac7525e4', 'request-d99511e0f8f629760583', 'request-221b9bbc1ee80ec6024a', 'request-207b8c37c77368aa102b')), 'T06': frozenset(('request-931bf4cef1de342c98a4', 'request-01a36221cc97a1394310', 'request-ce465c5c2a685423673d', 'request-0e534dfc54f2b43f722b')), 'T07': frozenset(('request-b02fdfeec23787a9c4bb', 'request-510abd75fad664317495', 'request-0f2d2506464bf06f1527', 'request-c55105c7b92040dbe05d')), 'T08': frozenset(('request-1045d3b77d23b372b798', 'request-7b5a3cc32d6b4840c912', 'request-f89cdd09527aad04606b', 'request-45b1171d4ed52e1e9ec5')), 'T09': frozenset(('request-6901b8c39e5eab179c89', 'request-7cfb2fb65e0a5566ee8b', 'request-cb15208da29523ec5451', 'request-c3c7c9dd985dbda2ddca')), 'T10': frozenset(('request-eda9c20d1686ca8a4242', 'request-af63b0989ceb144a3045', 'request-d9e18281fe2e3adf6bd7', 'request-43dd3e22e0e0dbe66ff6')), 'T11': frozenset(('request-4bd5a730e5348b0a269a', 'request-a16e3a3c72d4bc0f996a', 'request-6205791602f9de4dc9f8', 'request-4defd19182410a4ddb3f')), 'T12': frozenset(('request-6f95491998a9720de3e1', 'request-17b02d1e7c3ab171d63e', 'request-b092905689d6e5134c8f', 'request-990804db16bd114278f1')), 'T13': frozenset(('request-bb8021778e51e7b0798c', 'request-6129e62f22599e62b4a8', 'request-f427a996dbd1bdac2520', 'request-b563e9ea0a525e769eb7')), 'T14': frozenset(('request-7d1cfbe0518a7e8c1647', 'request-00752daf2724f2eba3b5', 'request-0eebd66a0205b8af02e6', 'request-4d45bbb92a067bd9f97b')), 'T15': frozenset(('request-e907ffb3eb36fc872126', 'request-67bde4b36567a42d8f3f', 'request-5bdf8af07a8fd15c7388', 'request-3a6519ec56b4488b1fee')), 'T16': frozenset(('request-9e608417b78ee78adb4b', 'request-ce8229924c207013f5fa', 'request-c6117bf43dd2d057ed4d', 'request-0352e010bc4d745a4049'))}

DATA_PROMPT = {'system_prompt': "You are operating in an unfamiliar persistent environment. Use only the available tools to complete the task within its stated limits. Do not claim that an action succeeded unless the tool confirms it.\n\nUse retained evidence to avoid repeating discovery of stable facts and rules. Distinguish reusable bindings from changing task data, availability, and other live state. Recheck when the operation requires fresh evidence, the relevant state may have changed, or current observations contradict what you retained. Current tool results take precedence. Estimate remaining work from the operations still needed, taking already known information into account.\n\nRecords from previous tasks may be available through the history tools. Consult them only when they help resolve a concrete uncertainty. The history tools share a limit of 30 calls per episode, so use them selectively. Previous records may be incomplete or outdated; verify relevant information against the current environment when necessary.\n\nCompletion evidence: a successful synchronous tool receipt is authoritative for the committed facts it explicitly reports. No additional readback is required merely to reconfirm those facts. A successful substep does not prove the whole artifact is complete. Pending, rejected, or failed operations are not completed operations. Perform any substantive validation, authorization, release, or other business step required by the task. If an operation requires a separate confirmation, use its declared status interface. Only explicitly designated narrow confirmation of your own current-task operations and quota readings are free; discovery and substantive business work retain their declared costs. Follow the task's completion and partial-delivery semantics and report only the outcomes established by current evidence.", 'task_prefix': 'Below is the task for this episode:\n\n', 'after_task_prompt': 'After completing or stopping this task, consider what the observed evidence could help resolve in future tasks in this environment.\n\nUse memory for concrete environment facts and executable bindings: retain the observed names or conditions, the exact public identifiers needed to act, their relationships, and relevant evidence or scope. Use skills for conditional rules and procedures: retain the observed conditions, valid or invalid actions and parameters, expected outcomes, and relevant costs. A generic instruction to look everything up again is not a substitute for the specific evidence learned.\n\nKeep notes compact and evidence-based. Preserve uncertainty when a relation has not been verified. Distinguish a cost that recurs for every new request from a discovery cost that retained knowledge can avoid. Update or remove contradicted entries rather than keeping incompatible claims. You decide which observations are worth retaining; if nothing useful was learned, do not update either store.', 'carrier_contract': 'Use memory for concrete environment facts and executable bindings: retain the observed names or conditions, the exact public identifiers needed to act, their relationships, and relevant evidence or scope. Use skills for conditional rules and procedures: retain the observed conditions, valid or invalid actions and parameters, expected outcomes, and relevant costs. A generic instruction to look everything up again is not a substitute for the specific evidence learned.', 'completion_evidence_profile': 'authoritative-receipt-v1'}

DATA_SCHEDULE = {'schema': 'rescopebench-lifecycle-schedule/v1', 'task_count': 16, 'events': [{'event_id': 'E1', 'before_task': 9}]}

DATA_TARGETS = {'T01': [{'target_id': 'request-a425a33e255af0ddc686', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-47f4c15f087550cf1ed6', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 932d84e7b6 Bell', 'university_id': 'RVU-7447A8379864', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T01', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-d458a1db1e3ccdff2449', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-15f428da24ca48aa7792', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 0cfca75cd1 Reed', 'university_id': 'RVU-B1D7722D5839', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T01', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-v4', 'policy_scope': 'B'}, {'target_id': 'request-0e9f9e6d2d78e4f2450c', 'structure_atom': 'S03', 'rule_atom': 'R05', 'student_id': 'student-5bdff5f3afdc6f9d0061', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-d3fd272ccbf3', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Nora D7e106fb2d Kim', 'university_id': 'RVU-BDC9333028BE', 'department_code': 'BIOS', 'course_code': 'BIOS 232', 'course_title': 'Cellular Signals', 'delivery_mode': 'in_person', 'meeting_day': 'wed', 'campus_location': 'Darwin Hall 118', 'private_task_id': 'T01', 'candidate_section_ids': ['section-247ce2567a39', 'section-544008c78ae0'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_3', 'processing_lane': 'lane-r8', 'policy_scope': 'C'}, {'target_id': 'request-343db9704d115000937b', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-97ecb118bd1c831c6615', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias 5e5e8cdee2 Stone', 'university_id': 'RVU-C59FC00FFD40', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T01', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-m2', 'policy_scope': 'D'}], 'T02': [{'target_id': 'request-d6e229aa7094dc76b7ed', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-28fd21bb221c04f4ce7a', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 8dedc10965 Bell', 'university_id': 'RVU-0B59908D0446', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T02', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-76026373d21b34b6063d', 'structure_atom': 'S05', 'rule_atom': 'R09', 'student_id': 'student-e33daaedf876629100dd', 'department_id': 'department-f9de597dc6e6', 'course_id': 'course-7191f5538055', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Talia D62691b815 Brooks', 'university_id': 'RVU-7A04DA0E4CA4', 'department_code': 'HIST', 'course_code': 'HIST 218', 'course_title': 'Archive Methods', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Bancroft Hall 107', 'private_task_id': 'T02', 'candidate_section_ids': ['section-0f4b59a880df', 'section-5232dea15893'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'E'}, {'target_id': 'request-6cba310c559156a40942', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-d2e036996055cfa34460', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 3a632a8587 Reed', 'university_id': 'RVU-CA6DFAD108E4', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T02', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-v4', 'policy_scope': 'B'}, {'target_id': 'request-90c7500711f0e1af5217', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-60c70c851547dca16358', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias C344b881a2 Stone', 'university_id': 'RVU-59490AF50A55', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T02', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-m2', 'policy_scope': 'D'}], 'T03': [{'target_id': 'request-6a7299f466210bd95688', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-78bac317f6340afed3f9', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 4461cf781e Bell', 'university_id': 'RVU-45192A16FE44', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T03', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-22b176aee6552f5fd793', 'structure_atom': 'S05', 'rule_atom': 'R09', 'student_id': 'student-b7100913072a0276d2bb', 'department_id': 'department-f9de597dc6e6', 'course_id': 'course-7191f5538055', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Talia 9c9c92590d Brooks', 'university_id': 'RVU-3E984CF13D53', 'department_code': 'HIST', 'course_code': 'HIST 218', 'course_title': 'Archive Methods', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Bancroft Hall 107', 'private_task_id': 'T03', 'candidate_section_ids': ['section-0f4b59a880df', 'section-5232dea15893'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'E'}, {'target_id': 'request-3381c725f8ee444984c9', 'structure_atom': 'S06', 'rule_atom': 'R11', 'student_id': 'student-dc99173db06f2e531560', 'department_id': 'department-1e8ad671dc5a', 'course_id': 'course-1bd0fddcdc3d', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Caleb 8597e9f6f9 Frost', 'university_id': 'RVU-C1CEAD6DF21F', 'department_code': 'MATH', 'course_code': 'MATH 226', 'course_title': 'Discrete Models', 'delivery_mode': 'online', 'meeting_day': 'fri', 'campus_location': 'Virtual Campus', 'private_task_id': 'T03', 'candidate_section_ids': ['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-v4', 'policy_scope': 'F'}, {'target_id': 'request-ea66e5d06fa6372d2ed3', 'structure_atom': 'S03', 'rule_atom': 'R05', 'student_id': 'student-66a30abb4b31cbf14d89', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-d3fd272ccbf3', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Nora 99d6ac3a40 Kim', 'university_id': 'RVU-33AE3E8D739B', 'department_code': 'BIOS', 'course_code': 'BIOS 232', 'course_title': 'Cellular Signals', 'delivery_mode': 'in_person', 'meeting_day': 'wed', 'campus_location': 'Darwin Hall 118', 'private_task_id': 'T03', 'candidate_section_ids': ['section-247ce2567a39', 'section-544008c78ae0'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_3', 'processing_lane': 'lane-r8', 'policy_scope': 'C'}], 'T04': [{'target_id': 'request-98e22d570013ad3873a5', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-9fed3600d3400da9c431', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira Fd4b21b7c7 Bell', 'university_id': 'RVU-CC6ECF6169B0', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T04', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-515d67feb2b8d304c986', 'structure_atom': 'S06', 'rule_atom': 'R11', 'student_id': 'student-e8369bedd32fa9184337', 'department_id': 'department-1e8ad671dc5a', 'course_id': 'course-1bd0fddcdc3d', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Caleb D3ae27e1ad Frost', 'university_id': 'RVU-CC9CD98EC86A', 'department_code': 'MATH', 'course_code': 'MATH 226', 'course_title': 'Discrete Models', 'delivery_mode': 'online', 'meeting_day': 'fri', 'campus_location': 'Virtual Campus', 'private_task_id': 'T04', 'candidate_section_ids': ['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-v4', 'policy_scope': 'F'}, {'target_id': 'request-61353a9af797a3a500ef', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-4ea2b5a797bb53791bcf', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias A14cc7a93b Stone', 'university_id': 'RVU-E5750E7E8032', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T04', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 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'policy-row-517de6271bc4928d3fc8', 'student_id': 'student-8b30358998c6dc0cf922', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-117d3f7caabe619eba17', 'student_id': 'student-79117c0401f76a9ec5aa', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-3e6971c7ef0fe8305e11', 'student_id': 'student-0503b0a1d2886ead59cd', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-911064db20e5767b2a0f', 'student_id': 'student-2e5b69e20db54b57c0ce', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-99574ac77a2dfad8c196', 'student_id': 'student-7b3467166f3a9a0b3fe7', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-a66404af52771f596026', 'student_id': 'student-b76741b991f8f2eb4f2f', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-defb63a9d5504416407a', 'student_id': 'student-92fccaba2f0e2fa69a23', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-e5a52ea8acafbf63d86d', 'student_id': 'student-4664a9b0b52590df27d4', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-201a833f8466db961a89', 'student_id': 'student-fbfa3d05685c48ede606', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-c11bbe0f09f064abb986', 'student_id': 'student-cc760688548e6a62e615', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-e46b8ada4fd6308e352e', 'student_id': 'student-d404f79c1d535f89b777', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-d66259ad1bf28bc13731', 'student_id': 'student-0735d659d4e6c1fe683c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-45c25e5a6bd28a9acc69', 'student_id': 'student-3ab38149cb8d96e66b3b', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-e0db9e135e40555eaead', 'student_id': 'student-3d74155bc9323910cd40', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-63a670c840d592a5d76e', 'student_id': 'student-20361788b83d3a7ea755', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-5b2ec2734032f528a183', 'student_id': 'student-b4df602d5d9905263f26', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-c3cbec480e1b624d388d', 'student_id': 'student-c148fb6bd28ea3ab27e7', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-177bf7453f72ad36c6c3', 'student_id': 'student-8700d4cd61488b637792', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-2b86ef91f92ebfe00e5a', 'student_id': 'student-ae26341336383b43c7e5', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-1bda767bf0eaa998891f', 'student_id': 'student-35b1ebf14dd60af6f662', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-d521babea8b843538bba', 'student_id': 'student-ae72c28160e25d1c71a0', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-d2b82254d8e91622a586', 'student_id': 'student-6b465fbf32de68f6539e', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-28b908c2fd98c65264ed', 'student_id': 'student-b959454b3b449eb71d7f', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-eb03b32d94b11718a4ce', 'student_id': 'student-865bb441c603448b9128', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-5a4098ffb29714d29c6a', 'student_id': 'student-4ab55e38a459893bfd1e', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-797ebe4d4aeb76ccf82b', 'student_id': 'student-ca0846b848e5a7e6f589', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-22ce1c7c7e7a62a302e8', 'student_id': 'student-0d183049631c50db6f8f', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-19010db0a12db0bc3568', 'student_id': 'student-53b13dec7d26995641de', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-80fec41e350860f6dab7', 'student_id': 'student-6454b3e19ffa65dbb564', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-49b304d140b95abbd702', 'student_id': 'student-3fc6012a88bc50e9e438', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-39a73d92c7dc1c9bd8df', 'student_id': 'student-0677cc1d3df99d2b9e2d', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-77a22a40035753fc9b6b', 'student_id': 'student-42e2b7dc84ed773a9738', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-c6fc644b8d557ee1bbd4', 'student_id': 'student-7790f9cd8470ae4f854f', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-0f503454b12a641da2ca', 'student_id': 'student-b9ba48bb9f581a01958f', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-c2ad164c696185274ce4', 'student_id': 'student-249a0e8f5bff46e78c6c', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-9b92952873387a4d83a5', 'student_id': 'student-2f1e55b7855e80bef8d7', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-e3fd5197cbe17e180f7d', 'student_id': 'student-c73ee3e1c306d0a60590', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-3183d1c42d4a5a179118', 'student_id': 'student-fc06d42fcb43b1e624da', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-76030b08bc1e200ef600', 'student_id': 'student-2eb03422c04fd547761c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-d881e8b8a33697779fca', 'student_id': 'student-15cac1513b7a69fc2651', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-1bd38ae8642f915cf98d', 'student_id': 'student-85c03a893e9182a86d8b', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-2fa9ef8dbc61d54e3de2', 'student_id': 'student-9cd9b0cf9eb8e98e301d', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-d4840f31de1a64d1d2af', 'student_id': 'student-89df3e579f1fbe54d0e0', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}]}

DATA_CHANGED_PROCESSING_CELLS = {'A|lane-k7': {'route': 'queue_observed_promotion'}, 'D|lane-m2': {'route': 'reviewed_provisional_finalize', 'intake_grading_basis': 'audit'}, 'F|lane-r8': {'route': 'reviewed_direct'}, 'G|lane-r8': {'route': 'queue_observed_promotion'}}

DATA_POLICY_SCOPES = {'A': {'scope_id': 'policy-scope-ef489e7c6c2ed261f85b', 'policy_reference': 'policy-ref-addcaaac655eb0019629', 'section_id': 'section-82bd860dacba', 'term_id': 'term-2026-fall', 'required_grading_basis': 'letter', 'applies_to': 'all active students requesting this section in this term'}, 'B': {'scope_id': 'policy-scope-798aac0e1170a87ad292', 'policy_reference': 'policy-ref-ee9540692c27bcc1c874', 'section_id': 'section-57066795fbe9', 'term_id': 'term-2026-fall', 'required_grading_basis': 'audit', 'applies_to': 'all active students requesting this section in this term'}, 'C': {'scope_id': 'policy-scope-7022590b4b09add0fab7', 'policy_reference': 'policy-ref-d436622a01476734ba53', 'section_id': 'section-247ce2567a39', 'term_id': 'term-2026-fall', 'required_grading_basis': 'pass_fail', 'applies_to': 'all active students requesting this section in this term'}, 'D': {'scope_id': 'policy-scope-c000ad5262824e3ae08d', 'policy_reference': 'policy-ref-d8e9896ea5ed57e96ba2', 'section_id': 'section-2997c66fb823', 'term_id': 'term-2026-fall', 'required_grading_basis': 'letter', 'applies_to': 'all active students requesting this section in this term'}, 'E': {'scope_id': 'policy-scope-f0de0822ed60b1901c49', 'policy_reference': 'policy-ref-94ff20dcbd7063b95c01', 'section_id': 'section-0f4b59a880df', 'term_id': 'term-2026-fall', 'required_grading_basis': 'pass_fail', 'applies_to': 'all active students requesting this section in this term'}, 'F': {'scope_id': 'policy-scope-4a54faff79d30f2bb3c2', 'policy_reference': 'policy-ref-dfd1cd7706211e59095f', 'section_id': 'section-c9d782ce422a', 'term_id': 'term-2026-fall', 'required_grading_basis': 'audit', 'applies_to': 'all active students requesting this section in this term'}, 'G': {'scope_id': 'policy-scope-ec7265fa79d8af56a431', 'policy_reference': 'policy-ref-5457065d2e91792f3a5e', 'section_id': 'section-08535470aaf1', 'term_id': 'term-2026-fall', 'required_grading_basis': 'letter', 'applies_to': 'all active students requesting this section in this term'}, 'H': {'scope_id': 'policy-scope-9fcfe2a697b77af0d363', 'policy_reference': 'policy-ref-b4fd409aa3cd100ad45b', 'section_id': 'section-677d78120da1', 'term_id': 'term-2026-fall', 'required_grading_basis': 'audit', 'applies_to': 'all active students requesting this section in this term'}}

DATA_TOOL_BY_NAME = {'list_departments': {'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'input_schema': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}, 'list_students': {'name': 'list_students', 'description': 'Return bounded student identity records in the active request batch, filtered before pagination.', 'input_schema': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}, 'get_student_profile': {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}, 'list_courses': {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'input_schema': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}, 'search_course_sections': {'name': 'search_course_sections', 'description': 'Search term sections by supplied catalog, schedule and campus filters before pagination. Matched rows are charged.', 'input_schema': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}, 'campus_location': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['term_id']}}, 'get_course_section_details': {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'input_schema': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}, 'list_student_registrations': {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}, 'get_waitlist_snapshot': {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'input_schema': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}, 'get_registration_policy': {'name': 'get_registration_policy', 'description': 'Read one registration policy and any placement-scoped processing evidence currently supported for that exact active request.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}, 'register_student_in_section': {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis', 'policy_reference']}}, 'add_student_to_waitlist': {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}, 'cancel_student_registration': {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'input_schema': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}, 'remove_student_from_waitlist': {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'input_schema': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}, 'approve_waitlist_promotion': {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'input_schema': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis', 'policy_reference']}}, 'change_registration_grading_basis': {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'input_schema': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis', 'policy_reference']}}}

DATA_WRITE_TOOLS = {'register_student_in_section', 'approve_waitlist_promotion', 'add_student_to_waitlist', 'remove_student_from_waitlist', 'change_registration_grading_basis', 'cancel_student_registration'}

DATA_CHANGED_OPERATION_ATOMS = ('O_SLOT_1', 'O_SLOT_3')

DATA_STREAM_TARGETS = {'T01': [{'target_id': 'registration-85549b784cf8839e6783', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-c71f10add1d4702a3d', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira Lddlddfoiomf Bell', 'university_id': 'RVU-553D0B170A', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T01', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}, {'target_id': 'registration-f4c3de9779ee23aa6f48', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-df62de33eadbf7a7b0', 'department_id': 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'course_title': 'Archive Methods', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Bancroft Hall 107', 'private_task_id': 'T13', 'candidate_section_ids': ['section-0f4b59a880df', 'section-5232dea15893'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail'}, {'target_id': 'registration-589751a4918885d1f367', 'structure_atom': 'S06', 'rule_atom': 'R11', 'student_id': 'student-dbe05d1eb33b5e32bb', 'department_id': 'department-1e8ad671dc5a', 'course_id': 'course-1bd0fddcdc3d', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Caleb Kffdfpnjeodo Frost', 'university_id': 'RVU-7F52562B16', 'department_code': 'MATH', 'course_code': 'MATH 226', 'course_title': 'Discrete Models', 'delivery_mode': 'online', 'meeting_day': 'fri', 'campus_location': 'Virtual Campus', 'private_task_id': 'T13', 'candidate_section_ids': ['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit'}, {'target_id': 'registration-4f6d549ede56caaa5f47', 'structure_atom': 'S08', 'rule_atom': 'R16', 'student_id': 'student-01b55ef268c5446069', 'department_id': 'department-8deeebba2538', 'course_id': 'course-f0bb7a4fb757', 'section_id': 'section-0d7a119cb4b0', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Rowan Cmginknfomee Price', 'university_id': 'RVU-295BB0674A', 'department_code': 'PHIL', 'course_code': 'PHIL 348', 'course_title': 'Ethics of Institutions', 'delivery_mode': 'in_person', 'meeting_day': 'tue', 'campus_location': 'Agora Hall 302', 'private_task_id': 'T13', 'candidate_section_ids': ['section-0d7a119cb4b0', 'section-e1149636d5df'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}], 'T14': [{'target_id': 'registration-5095e3fff591d23a6f00', 'structure_atom': 'S02', 'rule_atom': 'R04', 'student_id': 'student-ed4a0b17ad8fff05d1', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-e56bb45bb8ae', 'section_id': 'section-c05f9526ea2c', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Jonah Paecomfbdodb Reed', 'university_id': 'RVU-E3D0ED2D0B', 'department_code': 'CHEM', 'course_code': 'CHEM 341', 'course_title': 'Reaction Networks', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Curie Hall 304', 'private_task_id': 'T14', 'candidate_section_ids': ['section-13b1c8024fbd', 'section-c05f9526ea2c'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}, {'target_id': 'registration-ce619305aefbef02f415', 'structure_atom': 'S03', 'rule_atom': 'R06', 'student_id': 'student-b75ee5b30b7d0885fb', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-4d5c7f64bc2a', 'section_id': 'section-2dc3993f304e', 'required_grading_basis': 'letter', 'policy_version': 'v2', 'student_name': 'Nora Efcfeibdnkii Kim', 'university_id': 'RVU-DB7611D3F3', 'department_code': 'BIOS', 'course_code': 'BIOS 356', 'course_title': 'Developmental Systems', 'delivery_mode': 'online', 'meeting_day': 'tue', 'campus_location': 'Virtual Campus', 'private_task_id': 'T14', 'candidate_section_ids': ['section-1ce0177198c4', 'section-2dc3993f304e'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}, {'target_id': 'registration-e1660e40a8c7a52e466f', 'structure_atom': 'S05', 'rule_atom': 'R10', 'student_id': 'student-ff72f0546e70ef4f48', 'department_id': 'department-f9de597dc6e6', 'course_id': 'course-e12e9719f6cb', 'section_id': 'section-be18d6d8d9a4', 'required_grading_basis': 'pass_fail', 'policy_version': 'v2', 'student_name': 'Talia Djkjcknafnna Brooks', 'university_id': 'RVU-612F4C087A', 'department_code': 'HIST', 'course_code': 'HIST 344', 'course_title': 'Public Memory', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Bancroft Hall 223', 'private_task_id': 'T14', 'candidate_section_ids': ['section-be18d6d8d9a4', 'section-d79f269ac287'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail'}, {'target_id': 'registration-97ce0e835570f1405ae9', 'structure_atom': 'S07', 'rule_atom': 'R13', 'student_id': 'student-063a88c0b37545bc68', 'department_id': 'department-d1e9b2a3974e', 'course_id': 'course-f0a426a30c7c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Iris Gpkhnjdekeaf Navarro', 'university_id': 'RVU-FBB417E1A2', 'department_code': 'MUSC', 'course_code': 'MUSC 214', 'course_title': 'Tonal Structures', 'delivery_mode': 'in_person', 'meeting_day': 'tue', 'campus_location': 'Cadence Hall 105', 'private_task_id': 'T14', 'candidate_section_ids': ['section-08535470aaf1', 'section-bd5d4d286e03'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}], 'T15': [{'target_id': 'registration-1a468ebfa1de5be4f14a', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-2cb201ed4ce29ea6c3', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira Bodeibcpfklp Bell', 'university_id': 'RVU-78E72CC8C2', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T15', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}, {'target_id': 'registration-bbf54b4c4b43e23301b2', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-b4872b0bd2ba0fe503', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias Okeilccljnin Stone', 'university_id': 'RVU-AB5336B7B5', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T15', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}, {'target_id': 'registration-10fa4a61d558978c9434', 'structure_atom': 'S07', 'rule_atom': 'R14', 'student_id': 'student-a1eae35b869073fc8e', 'department_id': 'department-d1e9b2a3974e', 'course_id': 'course-013e0ca6655a', 'section_id': 'section-f33fb6ad21d6', 'required_grading_basis': 'audit', 'policy_version': 'v2', 'student_name': 'Iris Bjakpmfghopf Navarro', 'university_id': 'RVU-FDFD2DB087', 'department_code': 'MUSC', 'course_code': 'MUSC 337', 'course_title': 'Digital Composition', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Cadence Hall 219', 'private_task_id': 'T15', 'candidate_section_ids': ['section-cc777a252d35', 'section-f33fb6ad21d6'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit'}, {'target_id': 'registration-c04cbbbe52f70d804709', 'structure_atom': 'S08', 'rule_atom': 'R15', 'student_id': 'student-34cce3ff3180595475', 'department_id': 'department-8deeebba2538', 'course_id': 'course-ff95e09b9493', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Rowan Ncankhnffeoe Price', 'university_id': 'RVU-42A0A890ED', 'department_code': 'PHIL', 'course_code': 'PHIL 229', 'course_title': 'Logic and Language', 'delivery_mode': 'online', 'meeting_day': 'wed', 'campus_location': 'Virtual Campus', 'private_task_id': 'T15', 'candidate_section_ids': ['section-677d78120da1', 'section-914beec83d42'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit'}], 'T16': [{'target_id': 'registration-dfe19d820086a59771a9', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-b075fd53e4a4d0b6f5', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah Hngmklnpfadn Reed', 'university_id': 'RVU-EA9E4BB4EA', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T16', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit'}, {'target_id': 'registration-e4fb6883e1b949cdda2c', 'structure_atom': 'S03', 'rule_atom': 'R06', 'student_id': 'student-a03ef129ab15320b2d', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-4d5c7f64bc2a', 'section_id': 'section-2dc3993f304e', 'required_grading_basis': 'letter', 'policy_version': 'v2', 'student_name': 'Nora Ilbfailpeihg Kim', 'university_id': 'RVU-E9877EFFEC', 'department_code': 'BIOS', 'course_code': 'BIOS 356', 'course_title': 'Developmental Systems', 'delivery_mode': 'online', 'meeting_day': 'tue', 'campus_location': 'Virtual Campus', 'private_task_id': 'T16', 'candidate_section_ids': ['section-1ce0177198c4', 'section-2dc3993f304e'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}, {'target_id': 'registration-7d6fcafba7d65ae2db7e', 'structure_atom': 'S06', 'rule_atom': 'R12', 'student_id': 'student-19fee4ce25d7256176', 'department_id': 'department-1e8ad671dc5a', 'course_id': 'course-d48b3d933944', 'section_id': 'section-99a042541937', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Caleb Emklebelbcoe Frost', 'university_id': 'RVU-1512A838BC', 'department_code': 'MATH', 'course_code': 'MATH 361', 'course_title': 'Nonlinear Dynamics', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Noether Hall 310', 'private_task_id': 'T16', 'candidate_section_ids': ['section-99a042541937', 'section-dc87ff3abccd'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail'}, {'target_id': 'registration-351de8258473d90b2e86', 'structure_atom': 'S08', 'rule_atom': 'R16', 'student_id': 'student-f92205d699c6f04ee5', 'department_id': 'department-8deeebba2538', 'course_id': 'course-f0bb7a4fb757', 'section_id': 'section-0d7a119cb4b0', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Rowan Gmdhcnmfodjj Price', 'university_id': 'RVU-2C667DA796', 'department_code': 'PHIL', 'course_code': 'PHIL 348', 'course_title': 'Ethics of Institutions', 'delivery_mode': 'in_person', 'meeting_day': 'tue', 'campus_location': 'Agora Hall 302', 'private_task_id': 'T16', 'candidate_section_ids': ['section-0d7a119cb4b0', 'section-e1149636d5df'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter'}]}

DATA_TOOLS_2 = [{'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'input_schema': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}, {'name': 'list_students', 'description': 'Return bounded student identity records matching supplied public filters.', 'input_schema': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}, {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}, {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'input_schema': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}, {'name': 'search_course_sections', 'description': 'Return bounded term sections matching supplied catalog and schedule filters.', 'input_schema': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['term_id']}}, {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'input_schema': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}, {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}, {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'input_schema': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}, {'name': 'get_registration_policy', 'description': 'Return the current registration-policy record for one student-section pair.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}, {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis']}}, {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'input_schema': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}, {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'input_schema': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}, {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'input_schema': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}, {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'input_schema': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis']}}, {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'input_schema': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis']}}]

DATA_BASIS_VALUES = ('letter', 'pass_fail', 'audit')

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'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-0f503454b12a641da2ca', 'student_id': 'student-b9ba48bb9f581a01958f', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-c2ad164c696185274ce4', 'student_id': 'student-249a0e8f5bff46e78c6c', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-9b92952873387a4d83a5', 'student_id': 'student-2f1e55b7855e80bef8d7', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-e3fd5197cbe17e180f7d', 'student_id': 'student-c73ee3e1c306d0a60590', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-3183d1c42d4a5a179118', 'student_id': 'student-fc06d42fcb43b1e624da', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-76030b08bc1e200ef600', 'student_id': 'student-2eb03422c04fd547761c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-d881e8b8a33697779fca', 'student_id': 'student-15cac1513b7a69fc2651', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-1bd38ae8642f915cf98d', 'student_id': 'student-85c03a893e9182a86d8b', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}, {'policy_id': 'policy-row-2fa9ef8dbc61d54e3de2', 'student_id': 'student-9cd9b0cf9eb8e98e301d', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'internal-stable'}]}

DATA_ENTITY_ID_FIELDS = {'department': 'department_id', 'term': 'term_id', 'course': 'course_id', 'course_section': 'section_id', 'student': 'student_id', 'registration': 'registration_id', 'waitlist_entry': 'waitlist_entry_id', 'advising_hold': 'hold_id', 'registration_policy': 'policy_id'}

DATA_DEV_CLUSTERS = ({'atom_id': 'DEV-S01', 'token': 'q7m', 'student_name': 'Lena Ortiz', 'university_id': 'RVU-D701', 'enrollment_status': 'active', 'department_code': 'MATS', 'department_name': 'Materials Systems', 'courses': {'a': {'course_code': 'MATS 241', 'title': 'Ceramic Interfaces', 'level': 'lower_division', 'delivery_mode': 'in_person', 'meeting_days': ['mon', 'wed'], 'meeting_start_time': '08:00', 'meeting_end_time': '09:15', 'campus_location': 'Forge Hall 112', 'rule_atom': 'DEV-R01', 'required_basis': 'audit'}, 'b': {'course_code': 'MATS 318', 'title': 'Composite Failure', 'level': 'upper_division', 'delivery_mode': 'hybrid', 'meeting_days': ['tue', 'thu'], 'meeting_start_time': '10:00', 'meeting_end_time': '11:15', 'campus_location': 'Forge Hall 208', 'rule_atom': 'DEV-R05', 'required_basis': 'letter'}}}, {'atom_id': 'DEV-S02', 'token': 'r2v', 'student_name': 'Owen Park', 'university_id': 'RVU-D702', 'enrollment_status': 'probation', 'department_code': 'LING', 'department_name': 'Language Science', 'courses': {'a': {'course_code': 'LING 252', 'title': 'Acoustic Patterns', 'level': 'lower_division', 'delivery_mode': 'hybrid', 'meeting_days': ['tue', 'thu'], 'meeting_start_time': '09:30', 'meeting_end_time': '10:45', 'campus_location': 'Morrow Center 204', 'rule_atom': 'DEV-R02', 'required_basis': 'pass_fail'}, 'b': {'course_code': 'LING 326', 'title': 'Syntax in Context', 'level': 'upper_division', 'delivery_mode': 'in_person', 'meeting_days': ['mon', 'wed'], 'meeting_start_time': '13:00', 'meeting_end_time': '14:15', 'campus_location': 'Morrow Center 310', 'rule_atom': 'DEV-R06', 'required_basis': 'audit'}}}, {'atom_id': 'DEV-S03', 'token': 't9k', 'student_name': 'Priya Shah', 'university_id': 'RVU-D703', 'enrollment_status': 'active', 'department_code': 'URBN', 'department_name': 'Urban Studies', 'courses': {'a': {'course_code': 'URBN 263', 'title': 'Transit Networks', 'level': 'upper_division', 'delivery_mode': 'in_person', 'meeting_days': ['wed', 'fri'], 'meeting_start_time': '11:00', 'meeting_end_time': '12:15', 'campus_location': 'Civic Hall 118', 'rule_atom': 'DEV-R03', 'required_basis': 'pass_fail'}, 'b': {'course_code': 'URBN 347', 'title': 'Housing Systems', 'level': 'upper_division', 'delivery_mode': 'online', 'meeting_days': ['tue'], 'meeting_start_time': '16:00', 'meeting_end_time': '17:15', 'campus_location': 'Virtual Campus', 'rule_atom': 'DEV-R07', 'required_basis': 'pass_fail'}}}, {'atom_id': 'DEV-S04', 'token': 'w4c', 'student_name': 'Theo Grant', 'university_id': 'RVU-D704', 'enrollment_status': 'active', 'department_code': 'ENVS', 'department_name': 'Environmental Systems', 'courses': {'a': {'course_code': 'ENVS 274', 'title': 'Watershed Signals', 'level': 'upper_division', 'delivery_mode': 'hybrid', 'meeting_days': ['mon', 'thu'], 'meeting_start_time': '14:00', 'meeting_end_time': '15:15', 'campus_location': 'River Lab 206', 'rule_atom': 'DEV-R04', 'required_basis': 'audit'}, 'b': {'course_code': 'ENVS 352', 'title': 'Climate Adaptation', 'level': 'upper_division', 'delivery_mode': 'in_person', 'meeting_days': ['tue', 'fri'], 'meeting_start_time': '12:30', 'meeting_end_time': '13:45', 'campus_location': 'River Lab 301', 'rule_atom': 'DEV-R08', 'required_basis': 'letter'}}})

DATA_DEV_TARGET_PAIRS = (('DEV-S01', 'a'), ('DEV-S02', 'a'), ('DEV-S03', 'a'), ('DEV-S04', 'a'))

DATA_STREAM_TASK_BLUEPRINT = {'T01': (('S01', 'a'), ('S02', 'a'), ('S03', 'a'), ('S04', 'a')), 'T02': (('S01', 'b'), ('S05', 'a'), ('S03', 'a'), ('S04', 'a')), 'T03': (('S02', 'b'), ('S06', 'a'), ('S01', 'a'), ('S05', 'a')), 'T04': (('S03', 'b'), ('S07', 'a'), ('S02', 'a'), ('S06', 'a')), 'T05': (('S04', 'b'), ('S08', 'a'), ('S03', 'a'), ('S07', 'a')), 'T06': (('S05', 'b'), ('S06', 'b'), ('S04', 'a'), ('S08', 'a')), 'T07': (('S07', 'b'), ('S08', 'b'), ('S05', 'a'), ('S06', 'a')), 'T08': (('S01', 'b'), ('S03', 'a'), ('S05', 'b'), ('S07', 'a')), 'T09': (('S01', 'b'), ('S03', 'a'), ('S05', 'b'), ('S07', 'a')), 'T10': (('S03', 'b'), ('S06', 'a'), ('S02', 'b'), ('S08', 'a')), 'T11': (('S05', 'b'), ('S06', 'b'), ('S01', 'a'), ('S04', 'b')), 'T12': (('S07', 'b'), ('S08', 'b'), ('S02', 'a'), ('S03', 'b')), 'T13': (('S01', 'b'), ('S06', 'a'), ('S05', 'a'), ('S08', 'b')), 'T14': (('S03', 'b'), ('S05', 'b'), ('S02', 'b'), ('S07', 'a')), 'T15': (('S04', 'a'), ('S07', 'b'), ('S01', 'a'), ('S08', 'a')), 'T16': (('S06', 'b'), ('S08', 'b'), ('S02', 'a'), ('S03', 'b'))}

DATA_STREAM_CLUSTERS = ({'atom_id': 'S01', 'token': 'a7q', 'student_name': 'Mira Bell', 'university_id': 'RVU610101', 'enrollment_status': 'active', 'department_code': 'ASTR', 'department_name': 'Astronomical Studies', 'courses': {'a': {'course_code': 'ASTR 211', 'title': 'Stellar Motion', 'level': 'lower_division', 'delivery_mode': 'in_person', 'meeting_days': ['mon', 'wed'], 'meeting_start_time': '08:00', 'meeting_end_time': '09:15', 'campus_location': 'Kepler Hall 110', 'rule_atom': 'R01', 'required_basis': 'letter'}, 'b': {'course_code': 'ASTR 318', 'title': 'Galactic Survey', 'level': 'upper_division', 'delivery_mode': 'hybrid', 'meeting_days': ['tue', 'thu'], 'meeting_start_time': '10:00', 'meeting_end_time': '11:15', 'campus_location': 'Kepler Hall 214', 'rule_atom': 'R02', 'required_basis': 'pass_fail'}}}, {'atom_id': 'S02', 'token': 'b3n', 'student_name': 'Jonah Reed', 'university_id': 'RVU610102', 'enrollment_status': 'probation', 'department_code': 'CHEM', 'department_name': 'Chemical Sciences', 'courses': {'a': {'course_code': 'CHEM 224', 'title': 'Molecular Balance', 'level': 'lower_division', 'delivery_mode': 'hybrid', 'meeting_days': ['tue', 'thu'], 'meeting_start_time': '08:30', 'meeting_end_time': '09:45', 'campus_location': 'Curie Hall 120', 'rule_atom': 'R03', 'required_basis': 'audit'}, 'b': {'course_code': 'CHEM 341', 'title': 'Reaction Networks', 'level': 'upper_division', 'delivery_mode': 'in_person', 'meeting_days': ['mon', 'wed'], 'meeting_start_time': '13:00', 'meeting_end_time': '14:15', 'campus_location': 'Curie Hall 304', 'rule_atom': 'R04', 'required_basis': 'letter'}}}, {'atom_id': 'S03', 'token': 'c8v', 'student_name': 'Nora Kim', 'university_id': 'RVU610103', 'enrollment_status': 'active', 'department_code': 'BIOS', 'department_name': 'Biological Systems', 'courses': {'a': {'course_code': 'BIOS 232', 'title': 'Cellular Signals', 'level': 'lower_division', 'delivery_mode': 'in_person', 'meeting_days': ['wed', 'fri'], 'meeting_start_time': '09:00', 'meeting_end_time': '10:15', 'campus_location': 'Darwin Hall 118', 'rule_atom': 'R05', 'required_basis': 'pass_fail'}, 'b': {'course_code': 'BIOS 356', 'title': 'Developmental Systems', 'level': 'upper_division', 'delivery_mode': 'online', 'meeting_days': ['tue'], 'meeting_start_time': '15:00', 'meeting_end_time': '16:15', 'campus_location': 'Virtual Campus', 'rule_atom': 'R06', 'required_basis': 'audit'}}}, {'atom_id': 'S04', 'token': 'd2w', 'student_name': 'Elias Stone', 'university_id': 'RVU610104', 'enrollment_status': 'active', 'department_code': 'ECON', 'department_name': 'Economic Analysis', 'courses': {'a': {'course_code': 'ECON 245', 'title': 'Market Design', 'level': 'lower_division', 'delivery_mode': 'hybrid', 'meeting_days': ['mon', 'thu'], 'meeting_start_time': '11:00', 'meeting_end_time': '12:15', 'campus_location': 'Marshall Hall 202', 'rule_atom': 'R07', 'required_basis': 'letter'}, 'b': {'course_code': 'ECON 372', 'title': 'Policy Evaluation', 'level': 'upper_division', 'delivery_mode': 'in_person', 'meeting_days': ['tue', 'fri'], 'meeting_start_time': '14:00', 'meeting_end_time': '15:15', 'campus_location': 'Marshall Hall 316', 'rule_atom': 'R08', 'required_basis': 'audit'}}}, {'atom_id': 'S05', 'token': 'e6j', 'student_name': 'Talia Brooks', 'university_id': 'RVU610105', 'enrollment_status': 'probation', 'department_code': 'HIST', 'department_name': 'Historical Inquiry', 'courses': {'a': {'course_code': 'HIST 218', 'title': 'Archive Methods', 'level': 'lower_division', 'delivery_mode': 'in_person', 'meeting_days': ['mon', 'wed'], 'meeting_start_time': '12:00', 'meeting_end_time': '13:15', 'campus_location': 'Bancroft Hall 107', 'rule_atom': 'R09', 'required_basis': 'pass_fail'}, 'b': {'course_code': 'HIST 344', 'title': 'Public Memory', 'level': 'upper_division', 'delivery_mode': 'hybrid', 'meeting_days': ['tue', 'thu'], 'meeting_start_time': '16:00', 'meeting_end_time': '17:15', 'campus_location': 'Bancroft Hall 223', 'rule_atom': 'R10', 'required_basis': 'letter'}}}, {'atom_id': 'S06', 'token': 'f4t', 'student_name': 'Caleb Frost', 'university_id': 'RVU610106', 'enrollment_status': 'active', 'department_code': 'MATH', 'department_name': 'Mathematical Sciences', 'courses': {'a': {'course_code': 'MATH 226', 'title': 'Discrete Models', 'level': 'lower_division', 'delivery_mode': 'online', 'meeting_days': ['fri'], 'meeting_start_time': '10:30', 'meeting_end_time': '11:45', 'campus_location': 'Virtual Campus', 'rule_atom': 'R11', 'required_basis': 'audit'}, 'b': {'course_code': 'MATH 361', 'title': 'Nonlinear Dynamics', 'level': 'upper_division', 'delivery_mode': 'in_person', 'meeting_days': ['mon', 'wed'], 'meeting_start_time': '15:30', 'meeting_end_time': '16:45', 'campus_location': 'Noether Hall 310', 'rule_atom': 'R12', 'required_basis': 'pass_fail'}}}, {'atom_id': 'S07', 'token': 'g9c', 'student_name': 'Iris Navarro', 'university_id': 'RVU610107', 'enrollment_status': 'active', 'department_code': 'MUSC', 'department_name': 'Music Studies', 'courses': {'a': {'course_code': 'MUSC 214', 'title': 'Tonal Structures', 'level': 'lower_division', 'delivery_mode': 'in_person', 'meeting_days': ['tue', 'thu'], 'meeting_start_time': '11:30', 'meeting_end_time': '12:45', 'campus_location': 'Cadence Hall 105', 'rule_atom': 'R13', 'required_basis': 'letter'}, 'b': {'course_code': 'MUSC 337', 'title': 'Digital Composition', 'level': 'upper_division', 'delivery_mode': 'hybrid', 'meeting_days': ['mon', 'fri'], 'meeting_start_time': '13:30', 'meeting_end_time': '14:45', 'campus_location': 'Cadence Hall 219', 'rule_atom': 'R14', 'required_basis': 'pass_fail'}}}, {'atom_id': 'S08', 'token': 'h5p', 'student_name': 'Rowan Price', 'university_id': 'RVU610108', 'enrollment_status': 'probation', 'department_code': 'PHIL', 'department_name': 'Philosophical Studies', 'courses': {'a': {'course_code': 'PHIL 229', 'title': 'Logic and Language', 'level': 'lower_division', 'delivery_mode': 'online', 'meeting_days': ['wed'], 'meeting_start_time': '17:00', 'meeting_end_time': '18:15', 'campus_location': 'Virtual Campus', 'rule_atom': 'R15', 'required_basis': 'audit'}, 'b': {'course_code': 'PHIL 348', 'title': 'Ethics of Institutions', 'level': 'upper_division', 'delivery_mode': 'in_person', 'meeting_days': ['tue', 'thu'], 'meeting_start_time': '09:00', 'meeting_end_time': '10:15', 'campus_location': 'Agora Hall 302', 'rule_atom': 'R16', 'required_basis': 'letter'}}})

DATA_SCHEDULE_2 = {'schema': 'rescopebench-lifecycle-schedule/v1', 'task_count': 16, 'events': [{'event_id': 'E1', 'before_task': 9}]}

DATA_CHANGED_PROCESSING_CELLS_2 = {'A|lane-k7': {'route': 'queue_observed_promotion'}, 'D|lane-m2': {'route': 'reviewed_provisional_finalize', 'intake_grading_basis': 'audit'}, 'F|lane-r8': {'route': 'reviewed_direct'}, 'G|lane-r8': {'route': 'queue_observed_promotion'}}

DATA_TARGETS_3 = {'T01': [{'target_id': 'request-a425a33e255af0ddc686', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-47f4c15f087550cf1ed6', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 932d84e7b6 Bell', 'university_id': 'RVU-7447A8379864', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T01', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-d458a1db1e3ccdff2449', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-15f428da24ca48aa7792', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 0cfca75cd1 Reed', 'university_id': 'RVU-B1D7722D5839', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T01', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-v4', 'policy_scope': 'B'}, {'target_id': 'request-0e9f9e6d2d78e4f2450c', 'structure_atom': 'S03', 'rule_atom': 'R05', 'student_id': 'student-5bdff5f3afdc6f9d0061', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-d3fd272ccbf3', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Nora D7e106fb2d Kim', 'university_id': 'RVU-BDC9333028BE', 'department_code': 'BIOS', 'course_code': 'BIOS 232', 'course_title': 'Cellular Signals', 'delivery_mode': 'in_person', 'meeting_day': 'wed', 'campus_location': 'Darwin Hall 118', 'private_task_id': 'T01', 'candidate_section_ids': ['section-247ce2567a39', 'section-544008c78ae0'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_3', 'processing_lane': 'lane-r8', 'policy_scope': 'C'}, {'target_id': 'request-343db9704d115000937b', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-97ecb118bd1c831c6615', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias 5e5e8cdee2 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'hybrid'}}, {'policy_id': 'policy-97ec8787a6ed6f4997', 'student_id': 'student-ff72f0546e70ef4f48', 'section_id': 'section-d79f269ac287', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R10', 'condition': {'enrollment_status': 'probation', 'course_level': 'upper_division', 'delivery_mode': 'hybrid'}}, {'policy_id': 'policy-f1dfef56cd255f7be1', 'student_id': 'student-063a88c0b37545bc68', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R13', 'condition': {'enrollment_status': 'active', 'course_level': 'lower_division', 'delivery_mode': 'in_person'}}, {'policy_id': 'policy-e1849a9af1890bb5e1', 'student_id': 'student-063a88c0b37545bc68', 'section_id': 'section-bd5d4d286e03', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R13', 'condition': {'enrollment_status': 'active', 'course_level': 'lower_division', 'delivery_mode': 'in_person'}}, {'policy_id': 'policy-fa0c77a2e43fb99e27', 'student_id': 'student-2cb201ed4ce29ea6c3', 'section_id': 'section-67c1553ad60c', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R01', 'condition': {'enrollment_status': 'active', 'course_level': 'lower_division', 'delivery_mode': 'in_person'}}, {'policy_id': 'policy-1fd18ecd6341fbd673', 'student_id': 'student-2cb201ed4ce29ea6c3', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R01', 'condition': {'enrollment_status': 'active', 'course_level': 'lower_division', 'delivery_mode': 'in_person'}}, {'policy_id': 'policy-4345621b3cf45ff06e', 'student_id': 'student-b4872b0bd2ba0fe503', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R07', 'condition': {'enrollment_status': 'active', 'course_level': 'lower_division', 'delivery_mode': 'hybrid'}}, {'policy_id': 'policy-c6c7d440b0c2e8842f', 'student_id': 'student-b4872b0bd2ba0fe503', 'section_id': 'section-8d26cf510e42', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R07', 'condition': {'enrollment_status': 'active', 'course_level': 'lower_division', 'delivery_mode': 'hybrid'}}, {'policy_id': 'policy-0bb7fe2218c0dfb7ed', 'student_id': 'student-a1eae35b869073fc8e', 'section_id': 'section-cc777a252d35', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'rule_atom': 'R14', 'condition': {'enrollment_status': 'active', 'course_level': 'upper_division', 'delivery_mode': 'hybrid'}}, {'policy_id': 'policy-a947933e449dbad91c', 'student_id': 'student-a1eae35b869073fc8e', 'section_id': 'section-f33fb6ad21d6', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'rule_atom': 'R14', 'condition': {'enrollment_status': 'active', 'course_level': 'upper_division', 'delivery_mode': 'hybrid'}}, {'policy_id': 'policy-b447dc406959d407ef', 'student_id': 'student-34cce3ff3180595475', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'rule_atom': 'R15', 'condition': {'enrollment_status': 'probation', 'course_level': 'lower_division', 'delivery_mode': 'online'}}, {'policy_id': 'policy-17a7ed3a18cd177fb4', 'student_id': 'student-34cce3ff3180595475', 'section_id': 'section-914beec83d42', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'rule_atom': 'R15', 'condition': {'enrollment_status': 'probation', 'course_level': 'lower_division', 'delivery_mode': 'online'}}, {'policy_id': 'policy-4404d9dfd519ed7574', 'student_id': 'student-b075fd53e4a4d0b6f5', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'rule_atom': 'R03', 'condition': {'enrollment_status': 'probation', 'course_level': 'lower_division', 'delivery_mode': 'hybrid'}}, {'policy_id': 'policy-ff2a62483dbe800aa1', 'student_id': 'student-b075fd53e4a4d0b6f5', 'section_id': 'section-df32027ff0f3', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'rule_atom': 'R03', 'condition': {'enrollment_status': 'probation', 'course_level': 'lower_division', 'delivery_mode': 'hybrid'}}, {'policy_id': 'policy-9084c5ca49dd967dc3', 'student_id': 'student-a03ef129ab15320b2d', 'section_id': 'section-1ce0177198c4', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'rule_atom': 'R06', 'condition': {'enrollment_status': 'active', 'course_level': 'upper_division', 'delivery_mode': 'online'}}, {'policy_id': 'policy-49f685f06889b18063', 'student_id': 'student-a03ef129ab15320b2d', 'section_id': 'section-2dc3993f304e', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'rule_atom': 'R06', 'condition': {'enrollment_status': 'active', 'course_level': 'upper_division', 'delivery_mode': 'online'}}, {'policy_id': 'policy-c2ac9f81440102eab3', 'student_id': 'student-19fee4ce25d7256176', 'section_id': 'section-99a042541937', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'rule_atom': 'R12', 'condition': {'enrollment_status': 'active', 'course_level': 'upper_division', 'delivery_mode': 'in_person'}}, {'policy_id': 'policy-e69f17a34c57208018', 'student_id': 'student-19fee4ce25d7256176', 'section_id': 'section-dc87ff3abccd', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'rule_atom': 'R12', 'condition': {'enrollment_status': 'active', 'course_level': 'upper_division', 'delivery_mode': 'in_person'}}, {'policy_id': 'policy-19961c58a4b8b0979f', 'student_id': 'student-f92205d699c6f04ee5', 'section_id': 'section-0d7a119cb4b0', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R16', 'condition': {'enrollment_status': 'probation', 'course_level': 'upper_division', 'delivery_mode': 'in_person'}}, {'policy_id': 'policy-6bac3f9e21bd31c17c', 'student_id': 'student-f92205d699c6f04ee5', 'section_id': 'section-e1149636d5df', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'rule_atom': 'R16', 'condition': {'enrollment_status': 'probation', 'course_level': 'upper_division', 'delivery_mode': 'in_person'}}]}

DATA_TASK_IDS = ('T01', 'T02', 'T03', 'T04', 'T05', 'T06', 'T07', 'T08', 'T09', 'T10', 'T11', 'T12', 'T13', 'T14', 'T15', 'T16')

DATA_PROVIDER_TOOLS = [{'type': 'function', 'function': {'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'list_students', 'description': 'Return bounded student identity records in the active request batch, filtered before pagination.', 'parameters': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'search_course_sections', 'description': 'Search term sections by supplied catalog, schedule and campus filters before pagination. Matched rows are charged.', 'parameters': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}, 'campus_location': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['term_id']}}}, {'type': 'function', 'function': {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'get_registration_policy', 'description': 'Read the current section-term policy and current processing evidence for one active student and section. A retained processing profile can become stale only when a write using that retained profile is rejected; an ordinary read without retained evidence returns the current profile. Policy and processing evidence may be reused only when every declared condition field matches.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}}, {'type': 'function', 'function': {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}}, {'type': 'function', 'function': {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis', 'policy_reference']}}}]

DATA_TARGETS_4 = {'T01': [{'target_id': 'request-a425a33e255af0ddc686', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-47f4c15f087550cf1ed6', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 932d84e7b6 Bell', 'university_id': 'RVU-7447A8379864', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T01', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-d458a1db1e3ccdff2449', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-15f428da24ca48aa7792', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 0cfca75cd1 Reed', 'university_id': 'RVU-B1D7722D5839', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T01', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-v4', 'policy_scope': 'B'}, {'target_id': 'request-0e9f9e6d2d78e4f2450c', 'structure_atom': 'S03', 'rule_atom': 'R05', 'student_id': 'student-5bdff5f3afdc6f9d0061', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-d3fd272ccbf3', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Nora D7e106fb2d Kim', 'university_id': 'RVU-BDC9333028BE', 'department_code': 'BIOS', 'course_code': 'BIOS 232', 'course_title': 'Cellular Signals', 'delivery_mode': 'in_person', 'meeting_day': 'wed', 'campus_location': 'Darwin Hall 118', 'private_task_id': 'T01', 'candidate_section_ids': ['section-247ce2567a39', 'section-544008c78ae0'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_3', 'processing_lane': 'lane-r8', 'policy_scope': 'C'}, {'target_id': 'request-343db9704d115000937b', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-97ecb118bd1c831c6615', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias 5e5e8cdee2 Stone', 'university_id': 'RVU-C59FC00FFD40', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T01', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-m2', 'policy_scope': 'D'}], 'T02': [{'target_id': 'request-6cba310c559156a40942', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-d2e036996055cfa34460', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 3a632a8587 Reed', 'university_id': 'RVU-CA6DFAD108E4', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T02', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-v4', 'policy_scope': 'B'}, {'target_id': 'request-d6e229aa7094dc76b7ed', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-28fd21bb221c04f4ce7a', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 8dedc10965 Bell', 'university_id': 'RVU-0B59908D0446', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T02', 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'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-r8', 'policy_scope': 'A'}, {'target_id': 'request-f427a996dbd1bdac2520', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-53b13dec7d26995641de', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias 4e14283b36 Stone', 'university_id': 'RVU-0DECC5BFA98B', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T13', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'D'}, {'target_id': 'request-6129e62f22599e62b4a8', 'structure_atom': 'S07', 'rule_atom': 'R13', 'student_id': 'student-3fc6012a88bc50e9e438', 'department_id': 'department-d1e9b2a3974e', 'course_id': 'course-f0a426a30c7c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Iris Bf1dbba2a6 Navarro', 'university_id': 'RVU-9E22AFB645DB', 'department_code': 'MUSC', 'course_code': 'MUSC 214', 'course_title': 'Tonal Structures', 'delivery_mode': 'in_person', 'meeting_day': 'tue', 'campus_location': 'Cadence Hall 105', 'private_task_id': 'T13', 'candidate_section_ids': ['section-08535470aaf1', 'section-bd5d4d286e03'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'G'}], 'T14': [{'target_id': 'request-00752daf2724f2eba3b5', 'structure_atom': 'S05', 'rule_atom': 'R09', 'student_id': 'student-0677cc1d3df99d2b9e2d', 'department_id': 'department-f9de597dc6e6', 'course_id': 'course-7191f5538055', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Talia 27a37a4b4b Brooks', 'university_id': 'RVU-2D8040822764', 'department_code': 'HIST', 'course_code': 'HIST 218', 'course_title': 'Archive Methods', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Bancroft Hall 107', 'private_task_id': 'T14', 'candidate_section_ids': ['section-0f4b59a880df', 'section-5232dea15893'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-v4', 'policy_scope': 'E'}, {'target_id': 'request-0eebd66a0205b8af02e6', 'structure_atom': 'S07', 'rule_atom': 'R13', 'student_id': 'student-42e2b7dc84ed773a9738', 'department_id': 'department-d1e9b2a3974e', 'course_id': 'course-f0a426a30c7c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Iris 902718cafb Navarro', 'university_id': 'RVU-1ABD85615158', 'department_code': 'MUSC', 'course_code': 'MUSC 214', 'course_title': 'Tonal Structures', 'delivery_mode': 'in_person', 'meeting_day': 'tue', 'campus_location': 'Cadence Hall 105', 'private_task_id': 'T14', 'candidate_section_ids': ['section-08535470aaf1', 'section-bd5d4d286e03'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'G'}, {'target_id': 'request-4d45bbb92a067bd9f97b', 'structure_atom': 'S06', 'rule_atom': 'R11', 'student_id': 'student-7790f9cd8470ae4f854f', 'department_id': 'department-1e8ad671dc5a', 'course_id': 'course-1bd0fddcdc3d', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Caleb 6e974cfa49 Frost', 'university_id': 'RVU-33FDF91CF805', 'department_code': 'MATH', 'course_code': 'MATH 226', 'course_title': 'Discrete Models', 'delivery_mode': 'online', 'meeting_day': 'fri', 'campus_location': 'Virtual Campus', 'private_task_id': 'T14', 'candidate_section_ids': ['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'F'}, {'target_id': 'request-7d1cfbe0518a7e8c1647', 'structure_atom': 'S03', 'rule_atom': 'R05', 'student_id': 'student-b9ba48bb9f581a01958f', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-d3fd272ccbf3', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Nora 088988b44f Kim', 'university_id': 'RVU-443AD94721FC', 'department_code': 'BIOS', 'course_code': 'BIOS 232', 'course_title': 'Cellular Signals', 'delivery_mode': 'in_person', 'meeting_day': 'wed', 'campus_location': 'Darwin Hall 118', 'private_task_id': 'T14', 'candidate_section_ids': ['section-247ce2567a39', 'section-544008c78ae0'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_3', 'processing_lane': 'lane-r8', 'policy_scope': 'C'}], 'T15': [{'target_id': 'request-3a6519ec56b4488b1fee', 'structure_atom': 'S08', 'rule_atom': 'R15', 'student_id': 'student-c73ee3e1c306d0a60590', 'department_id': 'department-8deeebba2538', 'course_id': 'course-ff95e09b9493', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Rowan Fadb857e34 Price', 'university_id': 'RVU-682A5757BC91', 'department_code': 'PHIL', 'course_code': 'PHIL 229', 'course_title': 'Logic and Language', 'delivery_mode': 'online', 'meeting_day': 'wed', 'campus_location': 'Virtual Campus', 'private_task_id': 'T15', 'candidate_section_ids': ['section-677d78120da1', 'section-914beec83d42'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'H'}, {'target_id': 'request-e907ffb3eb36fc872126', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-2f1e55b7855e80bef8d7', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias 945e10ddc2 Stone', 'university_id': 'RVU-F8499791E5B5', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T15', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-m2', 'policy_scope': 'D'}, {'target_id': 'request-5bdf8af07a8fd15c7388', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-249a0e8f5bff46e78c6c', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 5cceaca66a Reed', 'university_id': 'RVU-272F569FB218', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T15', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-r8', 'policy_scope': 'B'}, {'target_id': 'request-67bde4b36567a42d8f3f', 'structure_atom': 'S05', 'rule_atom': 'R09', 'student_id': 'student-fc06d42fcb43b1e624da', 'department_id': 'department-f9de597dc6e6', 'course_id': 'course-7191f5538055', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Talia 4292134e8c Brooks', 'university_id': 'RVU-F4E2F695839F', 'department_code': 'HIST', 'course_code': 'HIST 218', 'course_title': 'Archive Methods', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Bancroft Hall 107', 'private_task_id': 'T15', 'candidate_section_ids': ['section-0f4b59a880df', 'section-5232dea15893'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'E'}], 'T16': [{'target_id': 'request-ce8229924c207013f5fa', 'structure_atom': 'S08', 'rule_atom': 'R15', 'student_id': 'student-9cd9b0cf9eb8e98e301d', 'department_id': 'department-8deeebba2538', 'course_id': 'course-ff95e09b9493', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Rowan 3e6d9ae892 Price', 'university_id': 'RVU-F59B8B983DDB', 'department_code': 'PHIL', 'course_code': 'PHIL 229', 'course_title': 'Logic and Language', 'delivery_mode': 'online', 'meeting_day': 'wed', 'campus_location': 'Virtual Campus', 'private_task_id': 'T16', 'candidate_section_ids': ['section-677d78120da1', 'section-914beec83d42'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'H'}, {'target_id': 'request-0352e010bc4d745a4049', 'structure_atom': 'S07', 'rule_atom': 'R13', 'student_id': 'student-2eb03422c04fd547761c', 'department_id': 'department-d1e9b2a3974e', 'course_id': 'course-f0a426a30c7c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Iris 753247b020 Navarro', 'university_id': 'RVU-6763FF8C0A1B', 'department_code': 'MUSC', 'course_code': 'MUSC 214', 'course_title': 'Tonal Structures', 'delivery_mode': 'in_person', 'meeting_day': 'tue', 'campus_location': 'Cadence Hall 105', 'private_task_id': 'T16', 'candidate_section_ids': ['section-08535470aaf1', 'section-bd5d4d286e03'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'G'}, {'target_id': 'request-9e608417b78ee78adb4b', 'structure_atom': 'S06', 'rule_atom': 'R11', 'student_id': 'student-85c03a893e9182a86d8b', 'department_id': 'department-1e8ad671dc5a', 'course_id': 'course-1bd0fddcdc3d', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Caleb 67dc09c317 Frost', 'university_id': 'RVU-45F768BACF28', 'department_code': 'MATH', 'course_code': 'MATH 226', 'course_title': 'Discrete Models', 'delivery_mode': 'online', 'meeting_day': 'fri', 'campus_location': 'Virtual Campus', 'private_task_id': 'T16', 'candidate_section_ids': ['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'F'}, {'target_id': 'request-c6117bf43dd2d057ed4d', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-15cac1513b7a69fc2651', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira B54c89c819 Bell', 'university_id': 'RVU-6A52AACCAEB6', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T16', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-r8', 'policy_scope': 'A'}]}

DATA_DRIFT_CHANGED_RULES = {'R02', 'R14', 'R06', 'R10'}

DATA_PROVIDER_TOOLS_2 = [{'type': 'function', 'function': {'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'list_students', 'description': 'Return bounded student identity records in the active request batch, filtered before pagination.', 'parameters': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'search_course_sections', 'description': 'Search term sections by supplied catalog, schedule and campus filters before pagination. Matched rows are charged.', 'parameters': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}, 'campus_location': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['term_id']}}}, {'type': 'function', 'function': {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'get_registration_policy', 'description': 'Read the current section-term policy binding for one active student and section. The returned policy reference applies to all active students requesting that section in the term. Processing evidence is reusable across students only when every listed condition field matches and no newer ordinary evidence contradicts it.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}}, {'type': 'function', 'function': {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}}, {'type': 'function', 'function': {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis', 'policy_reference']}}}]

DATA_TARGETS_5 = {'T01': [{'target_id': 'request-a425a33e255af0ddc686', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-47f4c15f087550cf1ed6', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 932d84e7b6 Bell', 'university_id': 'RVU-7447A8379864', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T01', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-d458a1db1e3ccdff2449', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-15f428da24ca48aa7792', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 0cfca75cd1 Reed', 'university_id': 'RVU-B1D7722D5839', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T01', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-v4', 'policy_scope': 'B'}, {'target_id': 'request-0e9f9e6d2d78e4f2450c', 'structure_atom': 'S03', 'rule_atom': 'R05', 'student_id': 'student-5bdff5f3afdc6f9d0061', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-d3fd272ccbf3', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Nora D7e106fb2d Kim', 'university_id': 'RVU-BDC9333028BE', 'department_code': 'BIOS', 'course_code': 'BIOS 232', 'course_title': 'Cellular Signals', 'delivery_mode': 'in_person', 'meeting_day': 'wed', 'campus_location': 'Darwin Hall 118', 'private_task_id': 'T01', 'candidate_section_ids': ['section-247ce2567a39', 'section-544008c78ae0'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_3', 'processing_lane': 'lane-r8', 'policy_scope': 'C'}, {'target_id': 'request-343db9704d115000937b', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-97ecb118bd1c831c6615', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias 5e5e8cdee2 Stone', 'university_id': 'RVU-C59FC00FFD40', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T01', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-m2', 'policy_scope': 'D'}], 'T02': [{'target_id': 'request-6cba310c559156a40942', 'structure_atom': 'S02', 'rule_atom': 'R03', 'student_id': 'student-d2e036996055cfa34460', 'department_id': 'department-db42700bd2f8', 'course_id': 'course-3236ba90063f', 'section_id': 'section-57066795fbe9', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Jonah 3a632a8587 Reed', 'university_id': 'RVU-CA6DFAD108E4', 'department_code': 'CHEM', 'course_code': 'CHEM 224', 'course_title': 'Molecular Balance', 'delivery_mode': 'hybrid', 'meeting_day': 'tue', 'campus_location': 'Curie Hall 120', 'private_task_id': 'T02', 'candidate_section_ids': ['section-57066795fbe9', 'section-df32027ff0f3'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_2', 'processing_lane': 'lane-v4', 'policy_scope': 'B'}, {'target_id': 'request-d6e229aa7094dc76b7ed', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-28fd21bb221c04f4ce7a', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 8dedc10965 Bell', 'university_id': 'RVU-0B59908D0446', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T02', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-90c7500711f0e1af5217', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-60c70c851547dca16358', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias C344b881a2 Stone', 'university_id': 'RVU-59490AF50A55', 'department_code': 'ECON', 'course_code': 'ECON 245', 'course_title': 'Market Design', 'delivery_mode': 'hybrid', 'meeting_day': 'mon', 'campus_location': 'Marshall Hall 202', 'private_task_id': 'T02', 'candidate_section_ids': ['section-2997c66fb823', 'section-8d26cf510e42'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-m2', 'policy_scope': 'D'}, {'target_id': 'request-76026373d21b34b6063d', 'structure_atom': 'S05', 'rule_atom': 'R09', 'student_id': 'student-e33daaedf876629100dd', 'department_id': 'department-f9de597dc6e6', 'course_id': 'course-7191f5538055', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Talia D62691b815 Brooks', 'university_id': 'RVU-7A04DA0E4CA4', 'department_code': 'HIST', 'course_code': 'HIST 218', 'course_title': 'Archive Methods', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Bancroft Hall 107', 'private_task_id': 'T02', 'candidate_section_ids': ['section-0f4b59a880df', 'section-5232dea15893'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'E'}], 'T03': [{'target_id': 'request-ea66e5d06fa6372d2ed3', 'structure_atom': 'S03', 'rule_atom': 'R05', 'student_id': 'student-66a30abb4b31cbf14d89', 'department_id': 'department-2f77d88b910a', 'course_id': 'course-d3fd272ccbf3', 'section_id': 'section-247ce2567a39', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Nora 99d6ac3a40 Kim', 'university_id': 'RVU-33AE3E8D739B', 'department_code': 'BIOS', 'course_code': 'BIOS 232', 'course_title': 'Cellular Signals', 'delivery_mode': 'in_person', 'meeting_day': 'wed', 'campus_location': 'Darwin Hall 118', 'private_task_id': 'T03', 'candidate_section_ids': ['section-247ce2567a39', 'section-544008c78ae0'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_3', 'processing_lane': 'lane-r8', 'policy_scope': 'C'}, {'target_id': 'request-6a7299f466210bd95688', 'structure_atom': 'S01', 'rule_atom': 'R01', 'student_id': 'student-78bac317f6340afed3f9', 'department_id': 'department-53cde0414bfa', 'course_id': 'course-e24853535dc2', 'section_id': 'section-82bd860dacba', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Mira 4461cf781e Bell', 'university_id': 'RVU-45192A16FE44', 'department_code': 'ASTR', 'course_code': 'ASTR 211', 'course_title': 'Stellar Motion', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Kepler Hall 110', 'private_task_id': 'T03', 'candidate_section_ids': ['section-67c1553ad60c', 'section-82bd860dacba'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 'letter', 'expected_grading_basis': 'letter', 'operation_atom': 'O_SLOT_1', 'processing_lane': 'lane-k7', 'policy_scope': 'A'}, {'target_id': 'request-22b176aee6552f5fd793', 'structure_atom': 'S05', 'rule_atom': 'R09', 'student_id': 'student-b7100913072a0276d2bb', 'department_id': 'department-f9de597dc6e6', 'course_id': 'course-7191f5538055', 'section_id': 'section-0f4b59a880df', 'required_grading_basis': 'pass_fail', 'policy_version': 'v1', 'student_name': 'Talia 9c9c92590d Brooks', 'university_id': 'RVU-3E984CF13D53', 'department_code': 'HIST', 'course_code': 'HIST 218', 'course_title': 'Archive Methods', 'delivery_mode': 'in_person', 'meeting_day': 'mon', 'campus_location': 'Bancroft Hall 107', 'private_task_id': 'T03', 'candidate_section_ids': ['section-0f4b59a880df', 'section-5232dea15893'], 'pre_required_grading_basis': 'pass_fail', 'post_required_grading_basis': 'pass_fail', 'expected_grading_basis': 'pass_fail', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'E'}, {'target_id': 'request-3381c725f8ee444984c9', 'structure_atom': 'S06', 'rule_atom': 'R11', 'student_id': 'student-dc99173db06f2e531560', 'department_id': 'department-1e8ad671dc5a', 'course_id': 'course-1bd0fddcdc3d', 'section_id': 'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Caleb 8597e9f6f9 Frost', 'university_id': 'RVU-C1CEAD6DF21F', 'department_code': 'MATH', 'course_code': 'MATH 226', 'course_title': 'Discrete Models', 'delivery_mode': 'online', 'meeting_day': 'fri', 'campus_location': 'Virtual Campus', 'private_task_id': 'T03', 'candidate_section_ids': ['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-v4', 'policy_scope': 'F'}], 'T04': [{'target_id': 'request-61353a9af797a3a500ef', 'structure_atom': 'S04', 'rule_atom': 'R07', 'student_id': 'student-4ea2b5a797bb53791bcf', 'department_id': 'department-0551decd8d54', 'course_id': 'course-d642bc4e854a', 'section_id': 'section-2997c66fb823', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Elias A14cc7a93b Stone', 'university_id': 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['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'F'}, {'target_id': 'request-e547ad1c09b5263e7d47', 'structure_atom': 'S07', 'rule_atom': 'R13', 'student_id': 'student-d78ae919930e886ee80c', 'department_id': 'department-d1e9b2a3974e', 'course_id': 'course-f0a426a30c7c', 'section_id': 'section-08535470aaf1', 'required_grading_basis': 'letter', 'policy_version': 'v1', 'student_name': 'Iris A179e7e0f4 Navarro', 'university_id': 'RVU-3EAC6C46E527', 'department_code': 'MUSC', 'course_code': 'MUSC 214', 'course_title': 'Tonal Structures', 'delivery_mode': 'in_person', 'meeting_day': 'tue', 'campus_location': 'Cadence Hall 105', 'private_task_id': 'T04', 'candidate_section_ids': ['section-08535470aaf1', 'section-bd5d4d286e03'], 'pre_required_grading_basis': 'letter', 'post_required_grading_basis': 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'section-c9d782ce422a', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Caleb 67dc09c317 Frost', 'university_id': 'RVU-45F768BACF28', 'department_code': 'MATH', 'course_code': 'MATH 226', 'course_title': 'Discrete Models', 'delivery_mode': 'online', 'meeting_day': 'fri', 'campus_location': 'Virtual Campus', 'private_task_id': 'T16', 'candidate_section_ids': ['section-c964310e04a3', 'section-c9d782ce422a'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'F'}, {'target_id': 'request-ce8229924c207013f5fa', 'structure_atom': 'S08', 'rule_atom': 'R15', 'student_id': 'student-9cd9b0cf9eb8e98e301d', 'department_id': 'department-8deeebba2538', 'course_id': 'course-ff95e09b9493', 'section_id': 'section-677d78120da1', 'required_grading_basis': 'audit', 'policy_version': 'v1', 'student_name': 'Rowan 3e6d9ae892 Price', 'university_id': 'RVU-F59B8B983DDB', 'department_code': 'PHIL', 'course_code': 'PHIL 229', 'course_title': 'Logic and Language', 'delivery_mode': 'online', 'meeting_day': 'wed', 'campus_location': 'Virtual Campus', 'private_task_id': 'T16', 'candidate_section_ids': ['section-677d78120da1', 'section-914beec83d42'], 'pre_required_grading_basis': 'audit', 'post_required_grading_basis': 'audit', 'expected_grading_basis': 'audit', 'operation_atom': 'O_SLOT_4', 'processing_lane': 'lane-r8', 'policy_scope': 'H'}]}

DATA_PROVIDER_TOOLS_3 = [{'type': 'function', 'function': {'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'list_students', 'description': 'Return bounded student identity records in the active request batch, filtered before pagination.', 'parameters': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'search_course_sections', 'description': 'Search term sections by supplied catalog, schedule and campus filters before pagination. Matched rows are charged.', 'parameters': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}, 'campus_location': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['term_id']}}}, {'type': 'function', 'function': {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'get_registration_policy', 'description': 'Read one registration policy and any placement-scoped processing evidence currently supported for that exact active request.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}}, {'type': 'function', 'function': {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}}, {'type': 'function', 'function': {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}, 'processing_profile_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis', 'policy_reference']}}}]

DATA_PROVIDER_TOOLS_4 = [{'type': 'function', 'function': {'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'list_students', 'description': 'Return bounded student identity records in the active request batch, filtered before pagination.', 'parameters': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'search_course_sections', 'description': 'Search term sections by supplied catalog, schedule and campus filters before pagination. Matched rows are charged.', 'parameters': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}, 'campus_location': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['term_id']}}}, {'type': 'function', 'function': {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'get_registration_policy', 'description': 'Read one registration policy, including its reusable scope and reference. Student identity and live availability are not reusable policy facts.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}}, {'type': 'function', 'function': {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}}, {'type': 'function', 'function': {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis', 'policy_reference']}}}, {'type': 'function', 'function': {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}, 'policy_reference': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis', 'policy_reference']}}}]

DATA_TOOLS_3 = [{'type': 'function', 'function': {'name': 'list_departments', 'description': 'Return bounded department records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'code': {'type': 'string', 'minLength': 1}, 'name_contains': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'list_students', 'description': 'Return bounded student identity records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'university_id': {'type': 'string', 'minLength': 1}, 'full_name_contains': {'type': 'string', 'minLength': 1}, 'academic_level': {'type': 'string', 'enum': ['undergraduate', 'graduate']}, 'enrollment_status': {'type': 'string', 'enum': ['active', 'probation', 'leave']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'get_student_profile', 'description': "Return one student's current enrollment context.", 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'list_courses', 'description': 'Return bounded catalog course records matching supplied public filters.', 'parameters': {'type': 'object', 'properties': {'department_id': {'type': 'string', 'minLength': 1}, 'course_code': {'type': 'string', 'minLength': 1}, 'level': {'type': 'string', 'enum': ['lower_division', 'upper_division', 'graduate']}, 'credits_min': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 1}, 'credits_max': {'type': 'integer', 'minimum': 1, 'maximum': 5, 'default': 5}, 'has_prerequisites': {'type': 'boolean'}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False}}}, {'type': 'function', 'function': {'name': 'search_course_sections', 'description': 'Return bounded term sections matching supplied catalog and schedule filters.', 'parameters': {'type': 'object', 'properties': {'term_id': {'type': 'string', 'minLength': 1}, 'keyword': {'type': 'string', 'minLength': 1}, 'department_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['open', 'waitlist_only', 'closed', 'cancelled']}, 'delivery_mode': {'type': 'string', 'enum': ['in_person', 'hybrid', 'online']}, 'day_filter': {'type': 'string', 'enum': ['mon', 'tue', 'wed', 'thu', 'fri']}, 'only_with_open_seats': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['term_id']}}}, {'type': 'function', 'function': {'name': 'get_course_section_details', 'description': 'Return one section with catalog, capacity, and schedule context.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'list_student_registrations', 'description': 'Return bounded registration records for one student.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'term_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['registered', 'dropped']}, 'include_waitlist_context': {'type': 'boolean', 'default': False}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['student_id']}}}, {'type': 'function', 'function': {'name': 'get_waitlist_snapshot', 'description': 'Return a bounded ordered queue snapshot for one section.', 'parameters': {'type': 'object', 'properties': {'section_id': {'type': 'string', 'minLength': 1}, 'status_filter': {'type': 'string', 'enum': ['waiting', 'promoted', 'removed']}, 'limit': {'type': 'integer', 'minimum': 1, 'maximum': 4, 'default': 4}, 'offset': {'type': 'integer', 'minimum': 0, 'default': 0}}, 'additionalProperties': False, 'required': ['section_id']}}}, {'type': 'function', 'function': {'name': 'get_registration_policy', 'description': 'Return the current registration-policy record for one student-section pair.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'register_student_in_section', 'description': 'Attempt one student registration in one section.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}}, 'additionalProperties': False, 'required': ['student_id', 'section_id', 'grading_basis']}}}, {'type': 'function', 'function': {'name': 'add_student_to_waitlist', 'description': 'Attempt to add one student to one section queue.', 'parameters': {'type': 'object', 'properties': {'student_id': {'type': 'string', 'minLength': 1}, 'section_id': {'type': 'string', 'minLength': 1}}, 'additionalProperties': False, 'required': ['student_id', 'section_id']}}}, {'type': 'function', 'function': {'name': 'cancel_student_registration', 'description': 'Attempt to cancel one registration.', 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'drop_reason': {'type': 'string', 'enum': ['student_request', 'academic_adjustment', 'scheduling_conflict'], 'default': 'student_request'}}, 'additionalProperties': False, 'required': ['registration_id']}}}, {'type': 'function', 'function': {'name': 'remove_student_from_waitlist', 'description': 'Attempt to remove one queue entry.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'removal_reason': {'type': 'string', 'enum': ['student_request', 'manual', 'seat_reduction']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'removal_reason']}}}, {'type': 'function', 'function': {'name': 'approve_waitlist_promotion', 'description': 'Attempt to promote one queue entry into a registration.', 'parameters': {'type': 'object', 'properties': {'waitlist_entry_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}}, 'additionalProperties': False, 'required': ['waitlist_entry_id', 'grading_basis']}}}, {'type': 'function', 'function': {'name': 'change_registration_grading_basis', 'description': "Attempt to update one registration's grading basis.", 'parameters': {'type': 'object', 'properties': {'registration_id': {'type': 'string', 'minLength': 1}, 'grading_basis': {'type': 'string', 'enum': ['letter', 'pass_fail', 'audit']}}, 'additionalProperties': False, 'required': ['registration_id', 'grading_basis']}}}]