Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009643

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

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009686

distance 0.105

#2 · Chandrapurcell 4730009411

distance 0.128

#3 · Nagpurcell 4840000288

distance 0.131 · cross-district

#4 · Chandrapurcell 4730009131

distance 0.137

#5 · Chandrapurcell 4730009059

distance 0.14

#6 · Chandrapurcell 4730009636

distance 0.143

#7 · Nagpurcell 4840000331

distance 0.144 · cross-district

#8 · Nagpurcell 4840000132

distance 0.145 · cross-district

#9 · Nagpurcell 4840000377

distance 0.145 · cross-district

#10 · Bhandaracell 4710000044

distance 0.147 · cross-district

#11 · Chandrapurcell 4730009536

distance 0.147

#12 · Chandrapurcell 4730009020

distance 0.151

#13 · Chandrapurcell 4730009475

distance 0.153

#14 · Chandrapurcell 4730007352

distance 0.153

#15 · Chandrapurcell 4730009739

distance 0.157

#16 · Chandrapurcell 4730008812

distance 0.158

#17 · Nagpurcell 4840000329

distance 0.158 · cross-district

#18 · Chandrapurcell 4730008811

distance 0.159

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":4730009643}}}'

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.