Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005230

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007106

distance 0.135

#2 · Chandrapurcell 4730006083

distance 0.141

#3 · Bhandaracell 4710000517

distance 0.152 · cross-district

#4 · Chandrapurcell 4730006989

distance 0.156

#5 · Chandrapurcell 4730006757

distance 0.159

#6 · Chandrapurcell 4730006874

distance 0.161

#7 · Chandrapurcell 4730006655

distance 0.165

#8 · Chandrapurcell 4730005967

distance 0.165

#9 · Chandrapurcell 4730006871

distance 0.173

#10 · Chandrapurcell 4730005229

distance 0.173

#11 · Chandrapurcell 4730007218

distance 0.175

#12 · Bhandaracell 4710000699

distance 0.176 · cross-district

#13 · Bhandaracell 4710000781

distance 0.176 · cross-district

#14 · Chandrapurcell 4730007209

distance 0.176

#15 · Chandrapurcell 4730007223

distance 0.177

#16 · Nagpurcell 4840000033

distance 0.184 · cross-district

#17 · Chandrapurcell 4730006783

distance 0.186

#18 · Chandrapurcell 4730006645

distance 0.186

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":4730005230}}}'

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.