Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000000594
The MH-36 locality cells most similar to this Yavatmal cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.
Twins found
18
across 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.282
lower = more alike (weighted)
The twins, closest first
#1 · Gadchirolicell 4750002441
distance 0.282 · cross-district
#2 · Yavatmalcell 5000000280
distance 0.29
#3 · Nandedcell 4850006441
distance 0.301 · cross-district
#4 · Gadchirolicell 4750000290
distance 0.318 · cross-district
#5 · Gadchirolicell 4750004560
distance 0.319 · cross-district
#6 · Yavatmalcell 5000001510
distance 0.322
#7 · Gadchirolicell 4750003210
distance 0.331 · cross-district
#8 · Nandedcell 4850005016
distance 0.336 · cross-district
#9 · Yavatmalcell 5000001117
distance 0.338
#10 · Yavatmalcell 5000001116
distance 0.339
#11 · Jalgaoncell 4780007568
distance 0.341 · cross-district
#12 · Yavatmalcell 5000000945
distance 0.343
#13 · Gadchirolicell 4750000892
distance 0.343 · cross-district
#14 · Beedcell 4700003707
distance 0.352 · cross-district
#15 · Yavatmalcell 5000001147
distance 0.355
#16 · Nandedcell 4850006476
distance 0.355 · cross-district
#17 · Jalgaoncell 4780009136
distance 0.355 · cross-district
#18 · Nandedcell 4850001590
distance 0.356 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.
Re-witness these twins
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
"arguments":{"admin_code":500,"cluster_id":5000000594}}}'Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.