Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004703

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000965

distance 0.201 · cross-district

#2 · Nagpurcell 4840000379

distance 0.213 · cross-district

#3 · Chandrapurcell 4730008764

distance 0.213

#4 · Jalgaoncell 4780005243

distance 0.216 · cross-district

#5 · Chandrapurcell 4730004000

distance 0.217

#6 · Bhandaracell 4710001563

distance 0.218 · cross-district

#7 · Gadchirolicell 4750007741

distance 0.221 · cross-district

#8 · Nagpurcell 4840006250

distance 0.222 · cross-district

#9 · Gadchirolicell 4750007607

distance 0.223 · cross-district

#10 · Nagpurcell 4840006139

distance 0.224 · cross-district

#11 · Jalgaoncell 4780004068

distance 0.228 · cross-district

#12 · Nagpurcell 4840004948

distance 0.228 · cross-district

#13 · Chandrapurcell 4730008197

distance 0.229

#14 · Nagpurcell 4840000885

distance 0.229 · cross-district

#15 · Chandrapurcell 4730003637

distance 0.231

#16 · Yavatmalcell 5000005224

distance 0.232 · cross-district

#17 · Jalgaoncell 4780004301

distance 0.233 · cross-district

#18 · Gadchirolicell 4750007668

distance 0.233 · 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":4730004703}}}'

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.