Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001742
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 6 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.174
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000001855
distance 0.174
#2 · Yavatmalcell 5000004821
distance 0.191
#3 · Yavatmalcell 5000001967
distance 0.191
#4 · Yavatmalcell 5000001874
distance 0.191
#5 · Yavatmalcell 5000002177
distance 0.214
#6 · Gadchirolicell 4750010385
distance 0.219 · cross-district
#7 · Yavatmalcell 5000004991
distance 0.219
#8 · Gadchirolicell 4750011713
distance 0.22 · cross-district
#9 · Nandedcell 4850001379
distance 0.227 · cross-district
#10 · Amravaticell 4680000178
distance 0.236 · cross-district
#11 · Nandedcell 4850000672
distance 0.236 · cross-district
#12 · Nandedcell 4850009094
distance 0.236 · cross-district
#13 · Chandrapurcell 4730003079
distance 0.24 · cross-district
#14 · Yavatmalcell 5000002178
distance 0.24
#15 · Amravaticell 4680004762
distance 0.243 · cross-district
#16 · Jalgaoncell 4780003149
distance 0.243 · cross-district
#17 · Chandrapurcell 4730002952
distance 0.244 · cross-district
#18 · Chandrapurcell 4730001566
distance 0.244 · 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":5000001742}}}'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.