Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007179

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005283

distance 0.086

#2 · Chandrapurcell 4730004994

distance 0.101

#3 · Chandrapurcell 4730005186

distance 0.105

#4 · Chandrapurcell 4730005090

distance 0.121

#5 · Chandrapurcell 4730006502

distance 0.138

#6 · Nagpurcell 4840000498

distance 0.139 · cross-district

#7 · Chandrapurcell 4730005088

distance 0.14

#8 · Chandrapurcell 4730004899

distance 0.14

#9 · Wardhacell 4980001289

distance 0.145 · cross-district

#10 · Wardhacell 4980001263

distance 0.146 · cross-district

#11 · Nagpurcell 4840000946

distance 0.147 · cross-district

#12 · Akolacell 4670000290

distance 0.147 · cross-district

#13 · Wardhacell 4980002379

distance 0.149 · cross-district

#14 · Chandrapurcell 4730004988

distance 0.152

#15 · Chandrapurcell 4730001559

distance 0.153

#16 · Wardhacell 4980003350

distance 0.156 · cross-district

#17 · Chandrapurcell 4730007180

distance 0.156

#18 · Wardhacell 4980000221

distance 0.156 · 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":4730007179}}}'

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.