Source-by-source catalog of 560 high-confidence disagreement candidates identified by TDLight

Source-by-source catalog of 560 high-confidence disagreement candidates identified by TDLight during cross-catalog validation against the LEAVES labels. This table contains sources for which the TDLight prediction disagrees with the original input-catalog label but is supported by external catalog information at varying levels. The table includes the original and predicted class labels, confidence score, TDLight-derived period and amplitude, identifiers and classifications from SIMBAD, VSX, ASAS-SN, and GCVS, broad-class mappings used for cross-catalog comparison, and the final cross-catalog assessment flag. Column descriptions 1. row_index: Original input-catalog row index.2. source_name: Source name.3. true_label: Original input-catalog class label.4. pred_label: TDLight predicted class label.5. confidence: TDLight path-level prediction confidence.6. period: TDLight Lomb-Scargle period measured from the input light curve, in days.7. amplitude: Peak-to-peak light-curve amplitude measured from the input light curve, in magnitudes.8. ra_deg: Right ascension (J2000), in decimal degrees.9. dec_deg: Declination (J2000), in decimal degrees.10. simbad_id: SIMBAD identifier.11. simbad_otype: SIMBAD object type.12. vsx_name: VSX name.13. vsx_type: VSX object type.14. vsx_period: Period from VSX, in days.15. asassn_name: ASAS-SN name.16. asassn_type: ASAS-SN object type.17. asassn_period: Period from ASAS-SN, in days.18. asassn_amp: Amplitude from ASAS-SN, in magnitudes.19. gcvs_name: GCVS name.20. gcvs_type: GCVS object type.21. gcvs_period: Period from GCVS, in days.22. pred_broad: Predicted broad class used for cross-catalog comparison.23. true_broad: Broad class of the original input-catalog label.24. vsx_broad: Broad class inferred from the VSX type.25. asassn_broad: Broad class inferred from the ASAS-SN type.26. simbad_broad: Broad class inferred from the SIMBAD type.27. n_confirm_pred: Number of external catalogs supporting the TDLight-predicted broad class.28. n_confirm_true: Number of external catalogs supporting the original broad class.29. final_verdict: Final cross-catalog assessment. Notes - Broad-class labels merge detailed types for cross-catalog comparison. In particular, EA/EW are grouped as EB, RRAB/RRc as RR, and SR/M as LPV.- MODEL_LIKELY_CORRECT denotes cases where the number of external catalogs supporting the TDLight-predicted broad class exceeds the number supporting the original broad class (n_confirm_pred > n_confirm_true). All other cases are marked CONFLICTING.- The period column gives the TDLight Lomb-Scargle feature value measured from the input light curve and may differ from periods reported by external catalogs, especially for some long-period sources.- The amplitude values in this version have been corrected and cleaned to remove the floating-point artifacts present in the earlier draft.