CE-2017 ALLOCATION ISSUE

So I have been following different threads on various platforms about the allocations of CE-2017 candidates but still am unable to find any satisfactory justification.
The fact that the non-recommended candidates are not the ones with lower merits, rather appear randomly in the final result is difficult to understand

The people who are justifying by saying that it is because of Punjab quota being fulfilled. Please answer how Merit no.126, a Male Candidate from Punjab did not get allocated to any group, and another male candidate from Punjab bearing Merit no. 130 got allocated? There are various examples like this. and for every province.

Those who are saying that it may be because of character verification issues e.t.c. They are requested to read Note 3 (ii) at the end of the final result.
which means that even the recommended candidates have to go through character verification after this.

So is there any logical explanation regarding this issue?
That why around 50 candidates are not recommended for service regardless of seats being available. and why are they selected at random? What are the basis of them being not recommended?

It is because they didn’t give preference to all occupational groups.


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There are special quotas for women, minorities, and disabled people. That is why some people with lower merit were allocated.