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Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000011014

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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.112
lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000010512
distance 0.112
#2 · Yavatmalcell 5000010602
distance 0.125
#3 · Yavatmalcell 5000011013
distance 0.138
#4 · Yavatmalcell 5000011034
distance 0.145
#5 · Yavatmalcell 5000010519
distance 0.148
#6 · Yavatmalcell 5000010601
distance 0.154
#7 · Yavatmalcell 5000010292
distance 0.157
#8 · Yavatmalcell 5000010428
distance 0.165
#9 · Yavatmalcell 5000011469
distance 0.168
#10 · Yavatmalcell 5000010964
distance 0.175
#11 · Wardhacell 4980004691
distance 0.176 · cross-district
#12 · Wardhacell 4980003921
distance 0.187 · cross-district
#13 · Yavatmalcell 5000010946
distance 0.188
#14 · Yavatmalcell 5000011118
distance 0.189
#15 · Yavatmalcell 5000005728
distance 0.191
#16 · Yavatmalcell 5000010119
distance 0.192
#17 · Amravaticell 4680002102
distance 0.193 · cross-district
#18 · Amravaticell 4680001100
distance 0.193 · 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":5000011014}}}'
Machine-readable JSON twin →Full dossier →

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.