Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004616

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004241

distance 0.247 · cross-district

#2 · Chandrapurcell 4730003405

distance 0.25

#3 · Chandrapurcell 4730002803

distance 0.259

#4 · Kolhapurcell 4800004668

distance 0.261 · cross-district

#5 · Chandrapurcell 4730004716

distance 0.262

#6 · Chandrapurcell 4730003719

distance 0.263

#7 · Chhatrapati Sambhajinagarcell 4690001773

distance 0.284 · cross-district

#8 · Kolhapurcell 4800004162

distance 0.285 · cross-district

#9 · Nagpurcell 4840005974

distance 0.287 · cross-district

#10 · Chandrapurcell 4730007233

distance 0.287

#11 · Gadchirolicell 4750008116

distance 0.287 · cross-district

#12 · Yavatmalcell 5000007654

distance 0.29 · cross-district

#13 · Chandrapurcell 4730004288

distance 0.291

#14 · Chandrapurcell 4730005296

distance 0.291

#15 · Parbhanicell 4890002025

distance 0.291 · cross-district

#16 · Yavatmalcell 5000001670

distance 0.292 · cross-district

#17 · Bhandaracell 4710001718

distance 0.292 · cross-district

#18 · Akolacell 4670001103

distance 0.293 · 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":4730004616}}}'

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.