Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005909

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000733

distance 0.178 · cross-district

#2 · Bhandaracell 4710000248

distance 0.181 · cross-district

#3 · Chandrapurcell 4730006264

distance 0.186

#4 · Bhandaracell 4710000646

distance 0.195 · cross-district

#5 · Yavatmalcell 5000006319

distance 0.203 · cross-district

#6 · Yavatmalcell 5000005243

distance 0.206 · cross-district

#7 · Gadchirolicell 4750010585

distance 0.207 · cross-district

#8 · Yavatmalcell 5000007108

distance 0.207 · cross-district

#9 · Bhandaracell 4710001000

distance 0.208 · cross-district

#10 · Chandrapurcell 4730009061

distance 0.21

#11 · Yavatmalcell 5000006182

distance 0.211 · cross-district

#12 · Gadchirolicell 4750011977

distance 0.213 · cross-district

#13 · Chandrapurcell 4730007582

distance 0.218

#14 · Chandrapurcell 4730008991

distance 0.218

#15 · Bhandaracell 4710000610

distance 0.218 · cross-district

#16 · Yavatmalcell 5000008081

distance 0.224 · cross-district

#17 · Gadchirolicell 4750010324

distance 0.228 · cross-district

#18 · Gadchirolicell 4750009727

distance 0.229 · 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":4730005909}}}'

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.