Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730002790
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.126
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730002789
distance 0.126
#2 · Chandrapurcell 4730003567
distance 0.164
#3 · Chandrapurcell 4730002143
distance 0.165
#4 · Chandrapurcell 4730002661
distance 0.175
#5 · Chandrapurcell 4730003437
distance 0.175
#6 · Gadchirolicell 4750007736
distance 0.186 · cross-district
#7 · Chandrapurcell 4730003286
distance 0.186
#8 · Chandrapurcell 4730002147
distance 0.19
#9 · Gadchirolicell 4750007734
distance 0.193 · cross-district
#10 · Chandrapurcell 4730003790
distance 0.194
#11 · Gadchirolicell 4750006931
distance 0.194 · cross-district
#12 · Gadchirolicell 4750007749
distance 0.194 · cross-district
#13 · Chandrapurcell 4730001901
distance 0.196
#14 · Chandrapurcell 4730003636
distance 0.198
#15 · Chandrapurcell 4730002284
distance 0.198
#16 · Chandrapurcell 4730002212
distance 0.2
#17 · Chandrapurcell 4730003152
distance 0.2
#18 · Chandrapurcell 4730000971
distance 0.201
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":4730002790}}}'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.