Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004189

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003152

distance 0.121

#2 · Chandrapurcell 4730003286

distance 0.127

#3 · Chandrapurcell 4730009372

distance 0.162

#4 · Chandrapurcell 4730003223

distance 0.176

#5 · Chandrapurcell 4730004194

distance 0.179

#6 · Chandrapurcell 4730007461

distance 0.186

#7 · Chandrapurcell 4730003928

distance 0.196

#8 · Amravaticell 4680006050

distance 0.198 · cross-district

#9 · Chandrapurcell 4730008367

distance 0.2

#10 · Yavatmalcell 5000005784

distance 0.2 · cross-district

#11 · Chandrapurcell 4730007119

distance 0.202

#12 · Chandrapurcell 4730003826

distance 0.203

#13 · Gadchirolicell 4750011110

distance 0.203 · cross-district

#14 · Yavatmalcell 5000006154

distance 0.204 · cross-district

#15 · Chandrapurcell 4730004191

distance 0.204

#16 · Chandrapurcell 4730009249

distance 0.204

#17 · Gadchirolicell 4750009157

distance 0.205 · cross-district

#18 · Beedcell 4700004316

distance 0.207 · cross-district

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":4730004189}}}'

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.