Skip to content
GridRock
Connect over MCP
Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007766

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
0.172
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007981
distance 0.172
#2 · Chandrapurcell 4730007660
distance 0.206
#3 · Chandrapurcell 4730009224
distance 0.211
#4 · Chandrapurcell 4730008498
distance 0.217
#5 · Chandrapurcell 4730004019
distance 0.219
#6 · Chandrapurcell 4730003916
distance 0.222
#7 · Chandrapurcell 4730004184
distance 0.236
#8 · Chandrapurcell 4730004406
distance 0.238
#9 · Chandrapurcell 4730009744
distance 0.241
#10 · Chandrapurcell 4730003914
distance 0.241
#11 · Chandrapurcell 4730008081
distance 0.242
#12 · Chandrapurcell 4730007468
distance 0.248
#13 · Chandrapurcell 4730004006
distance 0.248
#14 · Chandrapurcell 4730003823
distance 0.249
#15 · Gadchirolicell 4750008853
distance 0.251 · cross-district
#16 · Chandrapurcell 4730003822
distance 0.252
#17 · Chandrapurcell 4730008684
distance 0.252
#18 · Chandrapurcell 4730006625
distance 0.253
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":4730007766}}}'
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.