Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008984

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006121

distance 0.142

#2 · Bhandaracell 4710000610

distance 0.143 · cross-district

#3 · Bhandaracell 4710001296

distance 0.159 · cross-district

#4 · Bhandaracell 4710001000

distance 0.166 · cross-district

#5 · Chandrapurcell 4730008364

distance 0.171

#6 · Chandrapurcell 4730008656

distance 0.188

#7 · Bhandaracell 4710000733

distance 0.188 · cross-district

#8 · Bhandaracell 4710000608

distance 0.189 · cross-district

#9 · Gadchirolicell 4750009607

distance 0.191 · cross-district

#10 · Chandrapurcell 4730004400

distance 0.191

#11 · Chandrapurcell 4730007581

distance 0.191

#12 · Chandrapurcell 4730008353

distance 0.195

#13 · Gadchirolicell 4750009014

distance 0.196 · cross-district

#14 · Chandrapurcell 4730008658

distance 0.196

#15 · Bhandaracell 4710000888

distance 0.198 · cross-district

#16 · Chandrapurcell 4730004500

distance 0.199

#17 · Gadchirolicell 4750008966

distance 0.2 · cross-district

#18 · Chandrapurcell 4730006004

distance 0.2

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":4730008984}}}'

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.