Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004028

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003912

distance 0.115

#2 · Chandrapurcell 4730003654

distance 0.119

#3 · Chandrapurcell 4730003591

distance 0.163

#4 · Chandrapurcell 4730003820

distance 0.174

#5 · Chandrapurcell 4730007686

distance 0.175

#6 · Chandrapurcell 4730003917

distance 0.177

#7 · Chandrapurcell 4730007345

distance 0.178

#8 · Chandrapurcell 4730003834

distance 0.186

#9 · Chandrapurcell 4730003436

distance 0.189

#10 · Chandrapurcell 4730003746

distance 0.192

#11 · Gadchirolicell 4750008105

distance 0.194 · cross-district

#12 · Chandrapurcell 4730007414

distance 0.195

#13 · Chandrapurcell 4730008013

distance 0.197

#14 · Chandrapurcell 4730006557

distance 0.197

#15 · Chandrapurcell 4730005365

distance 0.199

#16 · Chandrapurcell 4730003833

distance 0.199

#17 · Chandrapurcell 4730003661

distance 0.2

#18 · Chandrapurcell 4730003439

distance 0.204

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":4730004028}}}'

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.