Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005583

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006258

distance 0.195

#2 · Yavatmalcell 5000006378

distance 0.253 · cross-district

#3 · Yavatmalcell 5000006657

distance 0.26 · cross-district

#4 · Chandrapurcell 4730005905

distance 0.265

#5 · Parbhanicell 4890000858

distance 0.276 · cross-district

#6 · Chandrapurcell 4730008997

distance 0.277

#7 · Nagpurcell 4840006362

distance 0.285 · cross-district

#8 · Yavatmalcell 5000008211

distance 0.291 · cross-district

#9 · Chandrapurcell 4730007263

distance 0.292

#10 · Chandrapurcell 4730009471

distance 0.292

#11 · Chandrapurcell 4730006587

distance 0.295

#12 · Bhandaracell 4710002776

distance 0.296 · cross-district

#13 · Chandrapurcell 4730007940

distance 0.296

#14 · Bhandaracell 4710001722

distance 0.297 · cross-district

#15 · Bhandaracell 4710003464

distance 0.299 · cross-district

#16 · Beedcell 4700003804

distance 0.3 · cross-district

#17 · Gadchirolicell 4750009937

distance 0.303 · cross-district

#18 · Nagpurcell 4840006384

distance 0.303 · 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":4730005583}}}'

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.