[Multi-stage] Fix stage id in stage plan

[Jackie-Jiang]

It is not captured by test because stage id is only for logging and debugging purpose

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (0a5a134) 61.73% compared to head (63dbbcd) 61.58%.

Additional details and impacted files

@@             Coverage Diff              @@
##             master   #12366      +/-   ##
============================================
- Coverage     61.73%   61.58%   -0.16%     
  Complexity      207      207              
============================================
  Files          2426     2426              
  Lines        132675   132677       +2     
  Branches      20506    20506              
============================================
- Hits          81908    81707     -201     
- Misses        44752    44965     +213     
+ Partials       6015     6005      -10     

Flag	Coverage Δ
custom-integration1	<0.01% <0.00%> (ø)
integration	<0.01% <0.00%> (ø)
integration1	<0.01% <0.00%> (ø)
integration2	0.00% <0.00%> (ø)
java-11	27.68% <0.00%> (-33.96%)	⬇️
java-21	61.57% <100.00%> (-0.05%)	⬇️
skip-bytebuffers-false	61.56% <100.00%> (-0.15%)	⬇️
skip-bytebuffers-true	61.54% <100.00%> (-0.02%)	⬇️
temurin	61.58% <100.00%> (-0.16%)	⬇️
unittests	61.57% <100.00%> (-0.16%)	⬇️
unittests1	46.75% <100.00%> (-0.17%)	⬇️
unittests2	27.69% <0.00%> (-0.04%)	⬇️

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