Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003237

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003168

distance 0.083

#2 · Yavatmalcell 5000002473

distance 0.139 · cross-district

#3 · Chandrapurcell 4730003304

distance 0.16

#4 · Chandrapurcell 4730002699

distance 0.164

#5 · Chandrapurcell 4730003447

distance 0.169

#6 · Chandrapurcell 4730004037

distance 0.182

#7 · Chandrapurcell 4730003174

distance 0.183

#8 · Chandrapurcell 4730001473

distance 0.183

#9 · Chandrapurcell 4730004134

distance 0.189

#10 · Chandrapurcell 4730005199

distance 0.19

#11 · Chandrapurcell 4730004521

distance 0.194

#12 · Yavatmalcell 5000001678

distance 0.195 · cross-district

#13 · Chandrapurcell 4730002831

distance 0.196

#14 · Chandrapurcell 4730002350

distance 0.198

#15 · Chandrapurcell 4730001292

distance 0.199

#16 · Chandrapurcell 4730003233

distance 0.199

#17 · Chandrapurcell 4730002214

distance 0.199

#18 · Chandrapurcell 4730000957

distance 0.206

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":4730003237}}}'

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.