Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730003525
The MH-36 locality cells most similar to this Chandrapur 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
0.179
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730003529
distance 0.179
#2 · Chandrapurcell 4730003608
distance 0.188
#3 · Chandrapurcell 4730003112
distance 0.188
#4 · Chandrapurcell 4730003108
distance 0.201
#5 · Nagpurcell 4840001296
distance 0.207 · cross-district
#6 · Chandrapurcell 4730002827
distance 0.208
#7 · Chandrapurcell 4730003863
distance 0.212
#8 · Chandrapurcell 4730003099
distance 0.214
#9 · Yavatmalcell 5000001600
distance 0.217 · cross-district
#10 · Chandrapurcell 4730002823
distance 0.218
#11 · Chandrapurcell 4730003030
distance 0.219
#12 · Chandrapurcell 4730001507
distance 0.219
#13 · Chandrapurcell 4730003178
distance 0.219
#14 · Chandrapurcell 4730002252
distance 0.221
#15 · Chandrapurcell 4730001864
distance 0.222
#16 · Chandrapurcell 4730003597
distance 0.223
#17 · Chandrapurcell 4730003102
distance 0.223
#18 · Yavatmalcell 5000005973
distance 0.224 · 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":473,"cluster_id":4730003525}}}'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.