Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006718
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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.071
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006494
distance 0.071
#2 · Chandrapurcell 4730007061
distance 0.08
#3 · Chandrapurcell 4730006832
distance 0.106
#4 · Chandrapurcell 4730007268
distance 0.113
#5 · Chandrapurcell 4730007058
distance 0.128
#6 · Yavatmalcell 5000007423
distance 0.129 · cross-district
#7 · Chandrapurcell 4730006829
distance 0.134
#8 · Wardhacell 4980000322
distance 0.137 · cross-district
#9 · Chandrapurcell 4730006826
distance 0.139
#10 · Chandrapurcell 4730007060
distance 0.14
#11 · Chandrapurcell 4730007059
distance 0.142
#12 · Chandrapurcell 4730006927
distance 0.143
#13 · Chandrapurcell 4730006830
distance 0.149
#14 · Yavatmalcell 5000008195
distance 0.15 · cross-district
#15 · Chandrapurcell 4730007043
distance 0.151
#16 · Yavatmalcell 5000008190
distance 0.152 · cross-district
#17 · Chandrapurcell 4730005076
distance 0.153
#18 · Wardhacell 4980000346
distance 0.153 · 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":4730006718}}}'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.