An optical spectrum would reveal redshift directly (if extragalactic) or stellar spectral type (if galactic). The current driving feature Γ = −16.3 ± 2.2 (14% relative error) is a photometric proxy — a spectrum is the direct measurement.
Currently 3 detections in 2 bands over 15.9 days. Color indices g−r, i−z, z−y are unmeasured — insufficient epochs in one or both component bands. Additional detections spanning those gaps would constrain spectral shape and reduce reliance on the single measured index.
A deep image in the primary band (i) at sub-arcsecond resolution would determine whether a faint host galaxy underlies the transient position — a distinction Rubin difference frames at their current depth cannot make.
Negative difference flux implies the source was brighter when the survey template co-add was constructed. Inspecting the co-add at this position would confirm whether the source pre-dates LSST coverage, which would strongly favour a persistent extragalactic nucleus over a new transient.
Before trusting any "no match" result, the crossmatch infrastructure was validated against three controls: (1) a bright Gaia star — returned a clean Gaia DR3 match with correct separation; (2) a known AGN from SIMBAD — matched with the correct object type; (3) a blank sky patch — all four catalogs returned empty cones, confirming the code does not fabricate matches on empty fields. Only after all three controls passed were any "no match" verdicts trusted.
Scores use a percentile_composite scorer (v1.0.0). Each feature column is ranked within its tier — sparse objects are compared only to other sparse-tier objects, so a 4-epoch candidate is not penalised against a 200-epoch one. The IsolationForest threshold is calibrated to the 99th percentile of the tier distribution.
This object sits in the sparse tier with 1 scoring column. Its anomaly score of 0.8233 means it landed in the bottom 13.7% of its tier on the driving feature.
Fink real/bogus classifier: mean 0.801, min 0.694. All detections are above the 0.6 reliability threshold.
Feature set v1 · gate v1 · model percentile_composite 1.0.0 · classified 2026-07-14 03:11 UTC.
Run ID: d87ebea4-f00e-4ebc-938f-714a13eadbb8