Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004102

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004195

distance 0.133

#2 · Chandrapurcell 4730004592

distance 0.143

#3 · Chandrapurcell 4730003920

distance 0.147

#4 · Chandrapurcell 4730008278

distance 0.15

#5 · Chandrapurcell 4730003921

distance 0.155

#6 · Chandrapurcell 4730004199

distance 0.166

#7 · Chandrapurcell 4730006890

distance 0.167

#8 · Chandrapurcell 4730003830

distance 0.168

#9 · Chandrapurcell 4730004005

distance 0.169

#10 · Gadchirolicell 4750008680

distance 0.169 · cross-district

#11 · Chandrapurcell 4730003928

distance 0.176

#12 · Gadchirolicell 4750008624

distance 0.177 · cross-district

#13 · Chandrapurcell 4730004376

distance 0.178

#14 · Chandrapurcell 4730004208

distance 0.179

#15 · Gadchirolicell 4750007811

distance 0.184 · cross-district

#16 · Chandrapurcell 4730004387

distance 0.186

#17 · Chandrapurcell 4730004187

distance 0.187

#18 · Chandrapurcell 4730003077

distance 0.188

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":4730004102}}}'

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.