We study the quantum entanglement at the colliders which is independent of the spin-analyzing powers. Taking as an example, we investigate whether quantum entanglement in fermion pairs produced at colliders can be certified by using only angular information from final-state decays, while remaining independent of the parity-violating decay parameters and . Building on a general decomposition of any angular observable in terms of Wigner d-functions, we show that the expectation value must take the form , with coefficients () linear in the spin-density matrix elements . We obtain the value ranges of observables over the general and separable spaces of , and demonstrate a sufficient entanglement condition for pure states, extending it to mixed states by convexity. In constructing an - and -independent witness from angular observables alone, we find that there are obstacles to probe quantum entanglement via the inequality-type and ratio-type ways. Finally, we present the successful constructions with additional spin information: for the process of at collider, independent spin information provided by beam-axis selection enables the construction of normalized observables that are insensitive to and ; if their measured values lie in , entanglement is certified, irrespective of purity or mixedness.

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