Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007227

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011642

distance 0.184 · cross-district

#2 · Jalgaoncell 4780003830

distance 0.205 · cross-district

#3 · Jalnacell 4790004240

distance 0.245 · cross-district

#4 · Beedcell 4700008656

distance 0.246 · cross-district

#5 · Gadchirolicell 4750010321

distance 0.252 · cross-district

#6 · Chandrapurcell 4730005246

distance 0.256

#7 · Chandrapurcell 4730006325

distance 0.258

#8 · Yavatmalcell 5000006267

distance 0.26 · cross-district

#9 · Gadchirolicell 4750008172

distance 0.262 · cross-district

#10 · Chandrapurcell 4730003349

distance 0.263

#11 · Gadchirolicell 4750007338

distance 0.263 · cross-district

#12 · Chandrapurcell 4730008006

distance 0.264

#13 · Chandrapurcell 4730006115

distance 0.265

#14 · Jalgaoncell 4780001718

distance 0.267 · cross-district

#15 · Chandrapurcell 4730005881

distance 0.27

#16 · Buldhanacell 4720002018

distance 0.271 · cross-district

#17 · Chandrapurcell 4730009204

distance 0.271

#18 · Wardhacell 4980000661

distance 0.272 · 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":4730007227}}}'

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.