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non_authoritative
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hf-graphrag-bm25-document/v1
The document is customized to be consistent with the Public Procurement Act nr. 07 of
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hf-graphrag-bm25-document/v1
Section 1: Instructions to Consultants 8
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hf-graphrag-bm25-document/v1
Section 1: Instructions to Consultants
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Section 2: Technical Proposal Submission Sheet 15
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Section 2: Technical Proposal Submission Sheet
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Section 3: Financial Proposal Submission Sheet 19
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Section 3: Financial Proposal Submission Sheet
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Section 5: General Conditions of Contract
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Section 5: General Conditions of Contract 24
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Section 6: Special Conditions of Contract
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Section 6: Special Conditions of Contract 24
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non_authoritative
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Section 7: Agreement
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hf-graphrag-bm25-document/v1
Section 7: Agreement 26
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non_authoritative
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law
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Regulation of Wages (Building and Construction Industry) Order 2024
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non_authoritative
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1. This Order may be cited as the Regulation of Wages (Building and Construction
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non_authoritative
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2. This Order shall come into force on the date of publication in the gazette.
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non_authoritative
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3. Date Employment began
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non_authoritative
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17
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4. Wage and method of calculation
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non_authoritative
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18
14
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hf-graphrag-bm25-document/v1
5. Interval at which wages are paid
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non_authoritative
5
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19
10
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hf-graphrag-bm25-document/v1
6. Normal hours of work
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non_authoritative
7
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20
14
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hf-graphrag-bm25-document/v1
7. Short description of employee’s work
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non_authoritative
3
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21
6
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8. Probation Period
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non_authoritative
4
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22
8
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9. Annual Holiday Entitlement
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non_authoritative
4
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23
8
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hf-graphrag-bm25-document/v1
10. Paid Public Holiday
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non_authoritative
4
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24
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11. Payment during sickness
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non_authoritative
6
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25
12
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12. Maternity Leave (if employee female)
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non_authoritative
7
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26
14
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13. Nursing Break Entitlement (for female employee)
7
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non_authoritative
6
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27
12
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14. Notice employee entitled to receive
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non_authoritative
6
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28
12
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article
hf-graphrag-bm25-document/v1
15. Notice employer required to give
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non_authoritative
13
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26
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hf-graphrag-bm25-document/v1
16. Pension Schedule, Provident Fund Gratuity Schedule etc. (if any, other than SNPF).
13
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non_authoritative
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30
100
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article
hf-graphrag-bm25-document/v1
17. Any other matter either party wishes to include
9
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non_authoritative
1,751
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31
1,757
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law
hf-graphrag-bm25-document/v1
Companies Act No: 8 of 2009
6
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non_authoritative
173
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32
179
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section
hf-graphrag-bm25-document/v1
Companies Act No: 8 of 2009
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non_authoritative
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907
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section
hf-graphrag-bm25-document/v1
Companies Act No: 8 of 2009
6
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non_authoritative
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34
297
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section
hf-graphrag-bm25-document/v1
Companies Act No: 8 of 2009
6
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non_authoritative
1,363
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1,366
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law
hf-graphrag-bm25-document/v1
• Copy of constitution
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non_authoritative
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36
266
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article
hf-graphrag-bm25-document/v1
1. The Association of Swaziland Theatre Groups ( ASTG)
8
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non_authoritative
8
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37
16
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article
hf-graphrag-bm25-document/v1
2. Association of Christian Artists of Swaziland ( ACASWA)
8
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non_authoritative
7
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38
14
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article
hf-graphrag-bm25-document/v1
3. Swaziland Arts and Music Association ( SWAMA)
7
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non_authoritative
5
90be7e0d7eeb90166a94a419e276befabac338f4097f2300fc0a256937bb53ab
39
10
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article
hf-graphrag-bm25-document/v1
4. Independent Producers Association( IPAS)
5
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non_authoritative
4
28d3968622d0859f62693b6b8aa3890f945da040ca8b1bab0415a9a1f7ad3d36
40
8
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article
hf-graphrag-bm25-document/v1
5. Imigidvo Yesintfu KaNgwane
4
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non_authoritative
6
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41
12
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article
hf-graphrag-bm25-document/v1
6. Swaziland National Umbholoho Association (SNUA)
6
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non_authoritative
8
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42
16
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article
hf-graphrag-bm25-document/v1
7. Swaziland Traditional Instruments Players Music Association ( STIMA)
8
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non_authoritative
6
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43
12
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article
hf-graphrag-bm25-document/v1
8. Swaziland Schools Culture Association (SSCA)
6
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non_authoritative
6
bcacf0ab9111950395a2fd7ca8950a416ca41c2a8eab916adb85b674cb6ce898
44
12
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article
hf-graphrag-bm25-document/v1
9. Swaziland Beauty Pageant Association ( SBPA)
6
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non_authoritative
6
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45
12
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article
hf-graphrag-bm25-document/v1
10. Swaziland Visual Arts Network ( VANS)
6
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non_authoritative
1,049
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46
1,055
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11. Umdlandla Writers and Authors Association)
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non_authoritative
3
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47
6
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article
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12. Beading Association
3
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non_authoritative
3
62ef019b907dc07a96b7e2f5b88c0fe07f697ff5a82a8b87443b1ee8418b6b4c
48
6
bafkreidctakff4lhrluqyfzkio3gnpf6mujdudkqa4oepmfd3xk7agcsqe
article
hf-graphrag-bm25-document/v1
13. Pottery Association
3
2ae5d33a6f4cb0d4c9fc607bb7c370afa9017786a54d9aeef3e39129e414b18c
non_authoritative
9
d0bd5feab5a54e4136c2a010d95e36aa9518e75bacffece48f8086dc3aaed5dd
49
12
bafkreibvziadpx52mr6rufewigsc2vsz43bakbyn6cnshryppp3t6otp4q
article
hf-graphrag-bm25-document/v1
14. Craft Association
3
be4d28c1786549e6aae4e4461083f8999c49f0c5ddb80ac1e55bfdbcf719600b
non_authoritative
1,028
c6d8b465b666bfc6cd4fc73856d584575c336b86c9eea9a79a8b60c222144750
50
1,030
bafkreiex5xkarwic6abawalmp6xgb3mxdww4ml7ldhshdbbumuf4f2ebam
article
hf-graphrag-bm25-document/v1
18. Weavers
2
3152ca95d904fafa5c7416978bc987c14e5c4898f651938eaf743e06d957e425
non_authoritative
14,452
5e6828240f57176c6ea18ad98ef2f6ca316b74f8b974e6853b529591e9e4febd
51
14,458
bafkreihk4nb5hyor6on7xanadvpvllpu7bbhazbb4y3viz7yokkiqc37yy
law
hf-graphrag-bm25-document/v1
ANNEX 3 - CODE OF CONDUCT 17
6
df99c478cdc14819940c4978a5620fc9b7f24f6bb3a24fb4bef88edb174ee84c
non_authoritative
4,246
0547cfada406334e53371f303d0a8a3915999913f57b27cd7d691dd2144c49a6
52
4,265
bafkreif4uyl5d64bjm5rz5rm6mt4gsm4bncbuex6rneuehoowpyiwiplpm
article
hf-graphrag-bm25-document/v1
Section 4 (c) to (e) of the act allows for the collective negotiation of terms and conditions of employment.
19
b4ae8072b4801185e974756af0727a4e574d8aa172d871054e463a07eff1aa0a
non_authoritative
6,551
f78c0aa4aec80dfbab962a2444e573f837610e99e394bd726f8b7586317b7f37
53
6,569
bafkreig3bprjnu7bjqmkkrnm5y2kdcyuvtxai2xp735vp3m52pamikq4ae
article
hf-graphrag-bm25-document/v1
Section 32 (2) of The Constitution of Swaziland, 2005 on the Rights of Workers, guarantees all workers of
18
57a7b4320a50eb7fa07b90fb04233c62b37ae6b43d301bb3e0064f3186128efa
non_authoritative
3,655
65c25239ac29fff7edd0f75409b58a6368a6a8834df37d69e4b85dccdd7175c1
54
3,668
bafkreiglapqyrml2shd3r2zsk47p4ggjfc5xqg3mwmdppccv6q662ifury
article
hf-graphrag-bm25-document/v1
Section 32 (2) of The Constitution of Eswatini, 2005 on the Rights of
13
6949a96933f4460eaa0497ecb538698b8276cf00db2a6608891897bcda7b02f7
non_authoritative
9,764
fd6ceab6c686f310cbb2a255c4cd5424386ad9aa7c7201bcb4807a4449a9d728
55
9,768
bafkreiafscojk7wdtfkhcqhsloh54khx5qyxx64tji5cjvhhl6p7lcqgcu
law
hf-graphrag-bm25-document/v1
THE IMMIGRATION REGULATIONS, 1987
4
cf3cbd6e79a9c75abb818cfc5b5ea7dd648eb92644e9a72874b2f0965eba71ed
non_authoritative
40
99f13cf7ae65f5d798fc3bef9f677c8510f7c1cd8913549c5d92442eb76d910f
56
44
bafkreif2nxdgm2tgxplahrfmiyqn7tujos5paw3wz74hsfrlq6gghtvp34
article
hf-graphrag-bm25-document/v1
1. Citation and commencement
4
0bfba983a3e5b2684a50b678cc36a324d8e663e5a5006845613afa185a13e42a
non_authoritative
7
e810a7eb296d7b7d7bd0d2d9f0faa134239144150a876f45271106a7b3f9b7d4
57
9
bafkreieneqta5vsjsaxoxpao3yp46t5dvdjlmmw5beu6w2pdjkjyqvs2ia
article
hf-graphrag-bm25-document/v1
2. Interpretation
2
be5f2c8fcd54aa94319b44082c1716c609d0a78b018cca21e323cf23e180918c
non_authoritative
4
6f72605116b2e1ae55f83e9886d1bd82a60d55ce87bee687a4406cc396e8ea60
58
8
bafkreidpexwcuec7qswsvdz7tfl4rj7ga5y5ba2rafg6jpdaepfwzzxmoe
article
hf-graphrag-bm25-document/v1
3. Reports of entry
4
2c3582ab1bd03aca4be0598ef9963c2b8c76d9b600cd64f9b900b82546773cc2
non_authoritative
4
0beac1f0838807bb9489fe0fabed8734e0b15ac65260ffb84aabae5b7b85134a
59
8
bafkreibg6dtmpn3pswifknztjjxtnoyx62pfylp4vzgr5m2ss3i4oqcfz4
article
hf-graphrag-bm25-document/v1
4. Reports of departure
4
f40a56f8b370e5467747034b3dae395284618ddef92790f094b29f07300f738d
non_authoritative
8
5ef280bc388ef216daa34af01c2abd726077696e90d70abafdc5c7822c902fa6
60
16
bafkreidtixwooxpvaoow5qjsjf47a3dxswlmfklnf4senbca7nj6tm6zoi
article
hf-graphrag-bm25-document/v1
5. Places and times of entry and departure
8
192368e7bffbf84a1815ff399428a0014d2274502e8aeac1433ddef3e1d648d6
non_authoritative
4
d2d6720c9377bc75f93846723a7a0dd46d87b2f43e70c0a8db942d55f9451f41
61
8
bafkreicby4c7o7bdyx2ki6qyxche46ew65kb375xkm7n7d3uczehyyfu6q
article
hf-graphrag-bm25-document/v1
6. Application for permits
4
a6f1ffb8cf2b190d3b2569de4b08448c60539a0ce116de6d60cad6aa3338e99f
non_authoritative
4
87dd27b5c9a604dfd98d1dea266823ac1818e05cb0f6136bede4dc95538c1cb4
62
8
bafkreifymkh3ryxts7rbnxvoxr3exkmn7m3uea27idgltleinwpfmlaa2u
article
hf-graphrag-bm25-document/v1
7. Issue of permits
4
675938c9a22353b3a1bf08e38145c2f6f07849c99ff2d7ed08548d8af5250e36
non_authoritative
4
0a66f5189fa54aba8a8b11ea9d674b1b0349215f41a3dabea95c9ce070b8ffc6
63
8
bafkreidbgtcuu6gjdw75jhlfcbhlx6kzeohfb7xwtfgdwferytuzg6fcxa
article
hf-graphrag-bm25-document/v1
8. Cancellation of permits
4
3b44983b06b1916d1559e5219c382914ba411a3998b3b766d29a99c91d3b17c2
non_authoritative
4
0d5deb4e812576fe703375bdf9b273d1507a78ac6a94551c2f6e022e11c5a062
64
8
bafkreigs4zyxh2mkp6tiprhwhslqxjmnufk626vxkzvkxxs3haeixcskli
article
hf-graphrag-bm25-document/v1
9. Cessation of employment
4
e08ba9590d6202c30961e4e2081adc4a2d2a06fd6b6a201ade002c053447649d
non_authoritative
4
19f303c31b43fcefd57411f3121476232ed727de799ebd2208672fc39a586fed
65
8
bafkreiha2fftt5d74uc6w6ume6sktl4l5dwekg55wo7ihmmcsgy53ce6by
article
hf-graphrag-bm25-document/v1
10. Returns by employers
4
7a063d959850c4f70bfe03e0cd9722e808d7c6eccd5a5ebfa3039aa074a24784
non_authoritative
6
cb5a84a1e752b94f88dab942ce1103a54e155255684a9c727d03883dce83a3bf
66
10
bafkreihxpfugwmg6jxvlzruj74ni5gy3bofc2em5gce2xsobwezqned4z4
article
hf-graphrag-bm25-document/v1
11. Validity of permits
4
bdc424d35a4b205958daacb92c052e9261b8410093966a9e790f867d5827a8b8
non_authoritative
6
37599332e998fb4a048ac4c03209fdd3357405121a37d188fce6d49fe9eaba80
67
9
bafkreide7ixsqjs7nzljbzdbrgxvtnsreku326xftaiviy72hvns5xqgty
article
hf-graphrag-bm25-document/v1
13. Prescribed professions
3
ba4c1433dbab1cdb627d358b2257e3510f0d983ce16e69afd8dd1af577c38317
non_authoritative
4
dd76eca5210eff3632deb6d0cb73e45491d1f19ca732bf590d0583bea44344f5
68
8
bafkreiejzodwtta2ggvmqqytnd3dv4koc3sri7pmt33bfqbxrjowhd4i7i
article
hf-graphrag-bm25-document/v1
14. Types of pass
4
44f4a4da4efc5bc4cc9a4bd74f6d9ab481ad38b1adc91b500ba4701f25a3af6e
non_authoritative
4
644a7722da131a9f665e8948e325e19202c81d9eb8879aef526bfa6e548fa28d
69
8
bafkreidozcuuhyq6ogc4txnvf4kyjgvs4hcgkkp4pzghvosuhudygbufyi
article
hf-graphrag-bm25-document/v1
15. Dependant’s pass
4
347ba727eb7cb9f5a7992f037a527de862944a83b58e405a7458ada975d46d55
non_authoritative
6
6698c12b0d0129d163ddaa1c27e54f00b82f560d2b3291fe9866a3fd6cc1276c
70
12
bafkreigjboohjizrbrmokrsd54eqmpb4zh4emhxqladpt7otirruwclbme
article
hf-graphrag-bm25-document/v1
16. Validity of dependant’s pass
6
2d6c812a9f0fe579ff47fa5dc758f1a77e62c4859944a61dcc9a503945d070e2
non_authoritative
4
865e3015af8a8a1bdc3ca95ff5f432fe524421073dd4808a78bffbd097c62850
71
8
bafkreic2nhxpw2zplsyxum5yl75ntcr6lbrcqlpdplvtizzwhcbrkfgwlm
article
hf-graphrag-bm25-document/v1
17. Student’s pass
4
f4195b84a350b55fac171377470eb49373a764b03da0e7fc735cfaba9bbc63c3
non_authoritative
6
82991f541049471e6ef78baabe79d746484890367b18afdae6d276c4b520d4a2
72
12
bafkreieanis4xrddna5mbbaiaqmdoaesx4jl32teed3hpk77mjzxvfxbgm
article
hf-graphrag-bm25-document/v1
18. Validity of student’s pass
6
7ab4d9b01b8ed3f6b81c3847a86847bd16751b62da618652591679468c4b603c
non_authoritative
4
5bb3fb8ae749ffff66f0fba52e59823fd5326f12c51ff10c0801bad880d76d23
73
8
bafkreid4v2tjeyobmnjkiqmhnkbrzeeh2jweulsqvxrilvxaq27dmeunym
article
hf-graphrag-bm25-document/v1
19. Visitor’s pass
4
2624a25855ff888ad07e7a7c77f6f2bf1b08b36c4c0bd966637601f6ec22ffa5
non_authoritative
6
00140ccd364aa80a9236338e3e6dac0e2eaa7207482dc5cabe2359b7d5e2e50f
74
12
bafkreicdovtf2gi5dgwyv6bmtwhezx4pni7e6nd7up6fo2qafnb3dsdn5i
article
hf-graphrag-bm25-document/v1
20. Validity of visitor’s pass
6
3f099c17146c7fdf81f76f0b0c2424a9acdad85a62403a56b708396fe8b933df
non_authoritative
3
4c8c22d62a2ceab9ceb567fbb78e0ef85cb580cff12594c636c5cc25990fcee0
75
6
bafkreiet6zpkxdkxnos6h3dyxyozv3ebbwkynmkqcszwvyvij24f2bd5zi
article
hf-graphrag-bm25-document/v1
21. Transit pass
3
c3799e1baf5a7fb972dd37c2a002261cd64a4c42510eaebb6d2575a27a0ca376
non_authoritative
5
060392dd267ce170591ed1a2473f6c3990c144fc2257ef8fb431a394f9ccaa34
76
10
bafkreiepxyv527w5zclbxwuy2jowqohpzkhi5oxdjsd72pabfuuuu4inoy
article
hf-graphrag-bm25-document/v1
22. Validity of transit pass
5
28da9428be2ba93713a913fa98a844fbb74608d07d19edf99ed4ed67fed9268d
non_authoritative
5
4d7538721b56b86ff5fb5ce8f64726c8a61e9d338863b8c89b83b15223d86c54
77
10
bafkreibdvesbu2ucxwgrvxz6d6if67mvyd2m7hawuww3mwqmlswt6qamg4
article
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23. Prohibited Immigrant’s pass
5
a789645032af536cd1ebacf9ca1847ab0a9ec8c4730688331eed8e3e5c7d02db
non_authoritative
13
9902fe8e2a1f65cb86633fee7c9870e6a7632c90911a08aa6bfcd4cf048590e9
78
18
bafkreia6wrd4wnjhyb7lyodrutls4mzpirsxeqcjen3m2pmggzohhic2d4
article
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24. Appeals and Special pass
5
cffa7efb494cf048da3bd8a6b82ce377440bcbd9416a30720d89318731485937
non_authoritative
5
adebeb90d393a6647a09af3e1e9f3e1ccec43e7f0ffdb03ad3ffee3fde59f9e5
79
10
bafkreig5rhtovjr2g6gv7hcee42nv32e2cdbfjcld6xyr6u45ncs3i2rwm
article
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25. Notice to prohibited immigrant
5
cd81151b09c78cf7df985a29016e96daae50782c48cd8a2b489656eaff3b963c
non_authoritative
6
fb97c7895b1bad9dddb99156a5cf0aaa2d85973c5ede220576a7d35023241221
80
9
bafkreihkzwhurp2rob4mnlpxxcxeglhy4e47w32jgvi2syytb34ashbg5a
article
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26. Recovery expenses
3
39e52074643871dfe63b0abf067bec7e1ee9f8cc1bd902765ac065e41371f504
non_authoritative
7
55f51564ee8e9d7b2183bcbe1cdfc91f4334e871f02b6e637ac687ddbaf790f8
81
14
bafkreib62jrpgkxkmvchny2e5sg3tmf352k3sspogb4i2smxvtk4om4bpq
article
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27. Security in respect of permits, etc.
7
814142bd31e601ac950d1ee33a2aa88f05b4de61443e11f023288dd1549c99d7
non_authoritative
6
379f7198ddf0e30af39bf2c641953f293c3a7fc60040b4c909542a79f85e1c28
82
12
bafkreidpxcavg3p4663ogitk66mncdgwilxr7alid7nhkyrqk74iexg6ta
article
hf-graphrag-bm25-document/v1
28. Bond in lieu of security
6
fc72a8f224125819ef3155159f4e7e2a9eacce9815711d0f19f80fb8c226aa75
non_authoritative
5
f52cb14c8b2bb4113d0d77ea216b994af20e06a88bfc2ca8b5209c4272eb7f69
83
10
bafkreig42jt6gwptuoflchcpdeqtmzt3d7cnzuhbltvrrhlldxheemod6y
article
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29. Covenant for group security
5
a9fb8b87048dfa2f06321b9cbe0324792558ff807d825fa55f5b1e4cb6a8079b
non_authoritative
15
83483825b79159e4a2038b9b81a0533a185f8521c76c5f073fa98129fe6a9583
84
19
bafkreibd2nvbgrneievdyfm365la2x4bghanylbmd73qu4ggmo25xdvure
article
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30. Forfeiture of security
4
f0bb9245f591ca6e6c859f08c90639667f60766a76351ac18d7fad9cbd2ae912
non_authoritative
7
9a148fa436311c400cabafbe171e04cf9198e699b7f4805a3abfafb8390002ce
85
11
bafkreibscfypqmumog6ggiki3uaq3l6kimd6kygbighgcgupqvjpevwq2q
article
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31. Refund of security
4
e5a3fa0ea31b80325834407abae86a92f2653fe08897dccdf9102f0bc6bc60b8
non_authoritative
4
a89a13971cd67c520e0e027495748cb54e0c6e04ea8c5c93ff1b6023e86a394f
86
8
bafkreibez3rcsjxntkovrc6ifpesaauosf64yna3msfdecnw5s5vavp7m4
article
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32. Exemption from Fees
4
a373c4baccb4cf4d502bbd11c91968e682d34f23bbf07e99954a070bae5d7665
non_authoritative
11
f4d591ceeb62203b7fe7ce5b535dc03fa6d756d51eaa6c2ff3e48c30efbae644
87
18
bafkreiaw5bxvrcco3vtdiopjfj4hallpq77iesbwfvuhuhydsrkhj2syiu
article
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33. Payment of fees for permits, etc.
7
f7ccd9d3ebf6298507388dc341830c6fb100439ebe35c9cf284e684d590e72ab
non_authoritative
9,554
7e02ae298a19b3d05733f2d8582e8d5bff3fb2b58f5dc36650267571aef97a44
88
9,562
bafkreictz3eqbsitqyz2ug7nf2fbfscv2zl6qmkpagjynofdhuvcy52j7i
article
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36. Places of entry into Swaziland by air
8
a59fb06a184c92f8fd8846a8d9d9f4f4a8bddf2ba35a2cf14c6bf46ce323dfb0
non_authoritative
31,050
690224af389fcb8209dac22bb5dddc21475f3ce81cc93bc86e80ccd995721609
89
31,057
bafkreiablzmy5ckbszvolppe736hjeygmb45bqtnk6q2khy62tpegvn3qm
law
hf-graphrag-bm25-document/v1
3.3. Applicable National Regulations 40
7
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non_authoritative
158
f0f3e89a2f3fc73d0bf2e8b863ae398596218aadf25c4beba16154852a372c58
90
161
bafkreig2nfuonfcxkjror2utxl56tuopoqvhbrnvkunofckd2lzrgls7zy
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hf-graphrag-bm25-document/v1
1. INTRODUCTION 28
3
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non_authoritative
16
354cbb7410a0158dcc4b1af94aad61a1214f40856d074ed5909f7dfa128b51f7
91
22
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2. SOCIO ECONOMIC STUDY METHODOLOGY 31
6
60d9b29efb6f42bc17653e1228292ae4872df6a5c22fc1e961d7f67a0fa452a0
non_authoritative
52
4b5c477c277ad3dd8536ea559f4590893d22dbb9f7ce465332fc420d520c58e8
92
60
bafkreihf7ottogntye4jdgnmfypbkudcnkjhsvffhqfltbzoummsthth3m
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3. LEGAL, POLICY, REGULATORY AND INSTITUTIONAL FRAMEWORKS 37
8
87c8cc4dd43f473a2f5568d472422878b684e6d79271f0948cdab47404fe92bb
non_authoritative
174
ecad43075583c1f868d8150b05c5950c7829af2a94a6b565239dfef85ccb68f9
93
179
bafkreidcb3q6p4izdcjqwmwykko75yg524osp6egpyzmviiwxfk2dh4i7e
article
hf-graphrag-bm25-document/v1
4. SOCIO ECONOMIC BASELINE 71
5
5297fd4e465646932d732d7fec8d3169e606bbe301aeb01a7c9398344a3d17e3
non_authoritative
116
de748896074482e8e86b62fc5881a8f94d1b75137e0b6ceec92488b1ca784398
94
121
bafkreidhyp4qhc5fvu5vsdacvjh6g5m2cobg6zxim4si4kgrn5xhbw423u
article
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5. GENDER IMPACT ASSESSMENT 91
5
0e238c0ab12f3681a925026702ac8c5deabd8b4e5306ced38141fe86f3ff1648
non_authoritative
99
bc132e13154743239c8b6111271b52f197b262eabdf08b16e6d78669112ecc40
95
104
bafkreiehvwvdplfkfhqhe3zdu5ssyf5ghu3nam6bxxvs45bktbngid6mru
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6. HEALTH IMPACT ASSESSMENT 102
5
34418fe83432eed1bba10f783c0bcbff94a8c6fb964770a47e3e96a7853923ff
non_authoritative
33
b7b1ae1817dd6a0d35a6ddda0497ae94f63725a5cd831d5e26fa84934df8655e
96
40
bafkreiakoa6lxfi6d32bho4knbhrlk3cbzattlttwthkqmb7phyts7fqx4
article
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7. SOCIAL IMPACT AND MITIGATION MEASURES 126
7
c849095ebe326b3ba5b5b55357aec2b12d7cfb45e31951732c624e153d117188
non_authoritative
51
bc92b43d59478f6347dd253c39e08d6b31b3ed477f571948dc3e1860d7c4261c
97
60
bafkreigcegygfv4r63ds4vgwo4tgarttjqs35qu4ziuailwfdpj4hm3ya4
article
hf-graphrag-bm25-document/v1
8. SOCIAL MANAGEMENT PLAN, MONITORING AND ESTIMATED COSTS 134
9
403a651a62cbce2f04d96d507764019c27b37c76543142e6f79dadc5f72ee757
non_authoritative
24
c3bd83d0e3f3b2ed95711a92091d71d3c198793da686d7d21bc0980c09cc3715
98
29
bafkreidfpetvlygyaskdr23mfpkm7lrxm46bta3vrcnmb7js2ro7czspgi
article
hf-graphrag-bm25-document/v1
9. SOCIAL INFRASTRUCTURE DEVELOPMENT 142
5
fc9173c98ec19420bf2e05d4fe3ea231ff5b0d616aaf515172973ea018399ae5
non_authoritative
15
906c833c04a453efa7539848be3a4f9ef38c5c8d4b17bd037d2c622bcc3d2059
99
20
bafkreihy2bdy3hfr62lxo6inf3i5fmwl4qlzrl5fizj4tpqx3hmrhgr7kq
article
hf-graphrag-bm25-document/v1
10. CONSLUSION AND RECOMMENDATIONS 145
5
57dd5220f96131210d0ab98fbfd1c6de7beb3151b2aea5e09e6aed08f53e64da
End of preview.

Eswatini legislation IR (CID-keyed sparse GraphRAG)

Research retrieval release of endomorphosis/ipfs_eswatini_laws (revision a022b3c14fd72cc48cca2de393d8a06c4167763a) 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 Eswatini 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_eswatini_laws_ir.

Counts

Field Value
Laws (corpus units) 273
Articles (corpus units) 3239
Canonical docs 22529
BM25 terms 99266
BM25 postings 1751406
Graph nodes 23354
Graph edges 157703
Vectors 22529 × 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_eswatini_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_eswatini_laws. CIDs identify local content; they do not prove public IPFS pinning.

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