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hf-graphrag-bm25-document/v1
The Hunting and Fishing Heritage Act
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hf-graphrag-bm25-document/v1
1 Right to hunt and fish
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hf-graphrag-bm25-document/v1
Pension Benefits Standards Act
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hf-graphrag-bm25-document/v1
1 Interpretation
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hf-graphrag-bm25-document/v1
2 Application to public sector pension plans
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hf-graphrag-bm25-document/v1
3 Application to plans for specified individuals
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hf-graphrag-bm25-document/v1
3.1 Definition
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hf-graphrag-bm25-document/v1
4 Appointment and duties of Superintendent of Pensions
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hf-graphrag-bm25-document/v1
5 Superintendent's authority to extend time limits
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hf-graphrag-bm25-document/v1
6 Terms and conditions
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hf-graphrag-bm25-document/v1
7 Personal liability protection
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hf-graphrag-bm25-document/v1
8 General requirements of plan text documents
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hf-graphrag-bm25-document/v1
9 Plan text documents to reflect Act provisions
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non_authoritative
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hf-graphrag-bm25-document/v1
10 Provisions relating to gender
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hf-graphrag-bm25-document/v1
11 Fiscal year of plan
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article
hf-graphrag-bm25-document/v1
12 Restrictions on administration of plans
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hf-graphrag-bm25-document/v1
13 Application for registration of plans
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hf-graphrag-bm25-document/v1
14 Superintendent must register plan in appropriate circumstances
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hf-graphrag-bm25-document/v1
15 If application refused or withdrawn
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hf-graphrag-bm25-document/v1
16 Superintendent may cancel plan registration
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hf-graphrag-bm25-document/v1
17 Restrictions on administration of plan if plan text document amended
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hf-graphrag-bm25-document/v1
18 Filings required for registration of amendment to plan text documents
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article
hf-graphrag-bm25-document/v1
19 Restrictions on administration of plan if amendments severed
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hf-graphrag-bm25-document/v1
20 Restrictions on amendments to reduce benefits
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hf-graphrag-bm25-document/v1
21 Amendment to temporarily improve benefits under target benefit provision
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hf-graphrag-bm25-document/v1
22 Superintendent must register amendment to plan text document in appropriate circumstances
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hf-graphrag-bm25-document/v1
23 Revocation of registration of amendment
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96
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article
hf-graphrag-bm25-document/v1
24 Transactions may be reversed
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article
hf-graphrag-bm25-document/v1
25 Restrictions on administration of plan if supporting plan document amended
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hf-graphrag-bm25-document/v1
26 Amendment to supporting plan documents
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hf-graphrag-bm25-document/v1
27 Effective date of plan or amendment
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hf-graphrag-bm25-document/v1
28 Designation of plan
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hf-graphrag-bm25-document/v1
29 Entitlement of employees to join plan
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30 Dispute as to member of class of employees
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31 Suspension of membership
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32 Vesting of pension
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hf-graphrag-bm25-document/v1
33 Plan requirements
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34 Retention of records
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35 Responsibilities of administrator
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36 Administrator must enter into participation agreement
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37 Administrator must disclose information and records
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38 Administrator must file reports and returns
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39 Administrator must disclose insolvency proceedings
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40 Repayment of contributions or transfer of benefits
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41 Assessment of plan
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42 Administrator must ensure governance policy established
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43 Administrator must ensure statement of investment policies and procedures established
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44 Administrator must ensure funding policy established
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hf-graphrag-bm25-document/v1
45 Funding responsibilities of participating employer
6
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non_authoritative
132
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49
142
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hf-graphrag-bm25-document/v1
46 Participating employer must provide information and records to administrator
10
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non_authoritative
61
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50
69
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hf-graphrag-bm25-document/v1
47 Trust agreement applies to all participating employers
8
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non_authoritative
44
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51
52
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hf-graphrag-bm25-document/v1
48 Participating employer must enter into participation agreement
8
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non_authoritative
133
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52
136
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hf-graphrag-bm25-document/v1
49 Compelling compliance
3
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non_authoritative
194
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53
200
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hf-graphrag-bm25-document/v1
50 Who may act as fundholder
6
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non_authoritative
38
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54
42
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hf-graphrag-bm25-document/v1
51 Responsibilities of fundholders
4
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non_authoritative
244
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55
251
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hf-graphrag-bm25-document/v1
52 Funding requirements for benefit formula provisions
7
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non_authoritative
41
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56
48
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hf-graphrag-bm25-document/v1
53 Funding requirements for defined contribution provisions
7
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non_authoritative
142
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57
146
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hf-graphrag-bm25-document/v1
54 Solvency reserve account
4
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non_authoritative
159
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58
163
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hf-graphrag-bm25-document/v1
55 Letters of credit
4
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non_authoritative
290
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59
294
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hf-graphrag-bm25-document/v1
56 Remitting of contributions
4
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non_authoritative
693
8330f55385d83854f437843e495837ee3a3182b1e3fa2cec4a886c7d18ed3ea1
60
704
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57 Maximum employee contributions for funding pension under benefit formula provision
11
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non_authoritative
321
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61
324
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hf-graphrag-bm25-document/v1
58 Deemed trust
3
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non_authoritative
72
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62
79
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hf-graphrag-bm25-document/v1
59 Refund of contributions to avoid revocation
7
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non_authoritative
119
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63
122
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hf-graphrag-bm25-document/v1
60 Investment requirements
3
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non_authoritative
81
582383da9d46a899e636b87ceb43d7fcf36303cc46bfad6614ffe1f989b23269
64
90
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hf-graphrag-bm25-document/v1
61 Interest, gains and losses on contributions and benefits
9
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non_authoritative
403
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65
410
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hf-graphrag-bm25-document/v1
62 Transfer of actuarial excess or surplus
7
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non_authoritative
248
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66
253
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hf-graphrag-bm25-document/v1
63 Use of actuarial excess
5
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non_authoritative
111
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67
118
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hf-graphrag-bm25-document/v1
64 Age requirements of plan text document
7
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non_authoritative
172
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68
180
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hf-graphrag-bm25-document/v1
65 Pension may start before pension eligibility date
8
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non_authoritative
222
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69
230
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hf-graphrag-bm25-document/v1
66 If employment continues after pension eligibility date
8
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non_authoritative
63
1eb0fa2af6ba8e03f5f856b97c87a301cfb6d554418c8c0509205565b43c0e14
70
69
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hf-graphrag-bm25-document/v1
67 Evidence of entitlement to benefit
6
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non_authoritative
193
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71
200
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hf-graphrag-bm25-document/v1
68 Locking in commuted value of benefits
7
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non_authoritative
798
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72
807
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hf-graphrag-bm25-document/v1
69 Exceptions to locking in commuted value of benefits
9
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non_authoritative
705
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73
714
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hf-graphrag-bm25-document/v1
70 No disposition or attachment of benefits and money
9
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non_authoritative
113
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74
118
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hf-graphrag-bm25-document/v1
71 Income and asset testing
5
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non_authoritative
242
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75
248
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hf-graphrag-bm25-document/v1
72 Restrictions on transfer of assets
6
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non_authoritative
76
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76
81
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hf-graphrag-bm25-document/v1
73 Maximum years and amounts
5
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non_authoritative
236
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77
248
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hf-graphrag-bm25-document/v1
74 Adjustments in pension for CPP Act, QPP Act and OAS Act
12
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non_authoritative
50
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78
57
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hf-graphrag-bm25-document/v1
75 Flexibility for life income type benefits
7
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non_authoritative
151
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79
156
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hf-graphrag-bm25-document/v1
76 Lump-sum payments
5
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non_authoritative
74
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80
82
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hf-graphrag-bm25-document/v1
77 Division of benefits under orders or agreements
8
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non_authoritative
37
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81
39
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hf-graphrag-bm25-document/v1
78 Definition
2
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non_authoritative
686
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82
696
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hf-graphrag-bm25-document/v1
79 Survivor's benefits if member dies before pension commencement
10
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non_authoritative
487
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83
498
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hf-graphrag-bm25-document/v1
80 Survivor's benefits if retired member dies after pension commencement
11
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non_authoritative
122
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84
128
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hf-graphrag-bm25-document/v1
81 Spouse's change in status
6
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non_authoritative
205
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85
208
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hf-graphrag-bm25-document/v1
82 Ancillary benefits
3
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non_authoritative
255
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86
259
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83 Phased retirement benefit
4
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non_authoritative
155
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87
166
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hf-graphrag-bm25-document/v1
84 Payment out of additional voluntary contributions and optional ancillary contributions
11
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non_authoritative
254
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88
263
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hf-graphrag-bm25-document/v1
85 When transfer may be made under this Division
9
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non_authoritative
130
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89
135
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hf-graphrag-bm25-document/v1
86 What may be transferred
5
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non_authoritative
202
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90
209
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87 Transfer may be restricted or postponed
7
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non_authoritative
371
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91
377
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hf-graphrag-bm25-document/v1
88 How transfer may be made
6
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non_authoritative
166
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92
175
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89 When plan can require transfer to be made
9
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non_authoritative
273
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93
278
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hf-graphrag-bm25-document/v1
89.1 Annuity purchases
5
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non_authoritative
49
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94
58
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hf-graphrag-bm25-document/v1
90 Prescribed rules apply to predecessor and successor plans
9
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non_authoritative
147
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95
158
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hf-graphrag-bm25-document/v1
91 Rights of members on transfer of membership to another plan
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non_authoritative
89
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96
101
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hf-graphrag-bm25-document/v1
92 Prescribed rules apply when benefits converted from one type to another
12
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non_authoritative
44
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97
57
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hf-graphrag-bm25-document/v1
93 Participating employer's withdrawal from a collectively bargained multi-employer plan
13
ca26d84cf9b0d8ec95da4b705e3ef8b50a847fbaf9ea8e48cb07da68241beeea
non_authoritative
101
07c56987e02bd8362c845bbd9bc912a1781d319178432186293208e7e401e59c
98
116
bafkreiern3wv2dvazggiveaz4wkpmxpuvvo4wbqurmbcyvc5b65rba73jy
article
hf-graphrag-bm25-document/v1
94 Participating employer's withdrawal from a non-collectively bargained multi-employer plan
15
ed030af03515c20bd720490c7972dba41ea58ee7b8b29f587e97fbdc5feb3a7e
non_authoritative
282
1648ddeb9596fcdb8a292d91cd775039262b9cafc52f29410ac808125a3a3020
99
292
bafkreiecovkpyal5faupsqyhbuse2x6fipcrc6uobf2otqzboe666gvn6y
article
hf-graphrag-bm25-document/v1
95 Continuation of pension plan despite cessation of benefit accrual
10
e5681ea2506e3c3329b32a935bb86e616ad60f6921b8376970411d125f30cda9
End of preview. Expand in Data Studio

Canada legislation IR (CID-keyed sparse GraphRAG)

Research retrieval release of endomorphosis/ipfs_canada_laws (revision 729a77f6a02c8589e06eb7053559ffa0f6821a7b) packaged as country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).

Not legal advice. This is a research snapshot. The official gazette / authentic source of Canada prevails over this corpus. Retrieved documents and graph edges are retrieval evidence only. No legal text was invented.

Primary key: entry_cid (CIDv1 raw sha2-256 of a canonical identity record). Integer document_index values are compact shard pointers, not identities.

Target Hub id (packaging metadata only): justicedao/ipfs_canada_laws_ir.

Counts

Field Value
Laws (corpus units) 22102
Articles (corpus units) 495891
Canonical docs 534377
BM25 terms 320644
BM25 postings 42596012
Graph nodes 599733
Graph edges 3740639
Vectors 534377 × 384-d thenlper/gte-small (embedded)

Canonical fields

entry_cid, law_cid, record_type, jurisdiction, language, instrument_id, instrument_title, article_number, article_title, title, body, source_url, snapshot_date, coverage, license, collector, source_dataset, source_revision.

Unit policy: prefer article/section rows; fall back to law-level when articles.parquet is empty.

Index layout

Zstandard parquet shards with at most 4,096 rows.

  • indexes/bm25_keyword_shards.parquet — lexical term ranges → BM25 posting shards
  • indexes/vector_chunks.parquet — semantic routing centroids (rows sorted by cosine to shard centroid)
  • indexes/corpus_chunks.parquet — document ranges → corpus shards
  • data/graph/nodes / data/graph/edges — property graph
  • data/graph/adjacency/{incoming,outgoing} — score-ordered neighbor pages

BM25: Okapi k1=1.2, b=0.75, title_weight=5, body_weight=1 (FTS5 unicode61-style tokenizer).

Graph: one node per entry_cid plus facet nodes (_facet_cid(kind, value) for jurisdiction, language, instrument, source, status). Neighbor edges BM25_NEIGHBOR_OF (k=8) carry score and matched terms. Structural edges: ARTICLE_OF (article → parent law) when articles exist, plus IDENTIFIED_BY_ELI / IDENTIFIED_BY only when those identifiers are present in the source.

Query

python scripts/query_country_laws_hf.py --local-dir . bm25 "constitution" --top-k 10
python scripts/query_country_laws_hf.py --local-dir . vector "money laundering" --top-k 10
python scripts/query_country_laws_hf.py --local-dir . graph neighbors <entry_cid>

Publish later (operator)

export HF_TOKEN=...   # never commit
hf upload-large-folder justicedao/ipfs_canada_laws_ir . \
  --repo-type dataset --no-private --num-workers 8 \
  --exclude "**/__pycache__/**" --exclude "**/*.pyc"

Provenance

Packaged by country-laws-ir. Upstream collector and official license remain those of endomorphosis/ipfs_canada_laws. CIDs identify local content; they do not prove public IPFS pinning.

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