Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009688

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 5 distinct districts

Index confidence

0.92

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 · Nagpurcell 4840006116

distance 0.195 · cross-district

#2 · Chandrapurcell 4730008995

distance 0.215

#3 · Chandrapurcell 4730009263

distance 0.215

#4 · Nagpurcell 4840006275

distance 0.25 · cross-district

#5 · Chandrapurcell 4730005691

distance 0.264

#6 · Nagpurcell 4840000708

distance 0.267 · cross-district

#7 · Gadchirolicell 4750012028

distance 0.271 · cross-district

#8 · Bhandaracell 4710001557

distance 0.276 · cross-district

#9 · Nagpurcell 4840000757

distance 0.283 · cross-district

#10 · Chandrapurcell 4730009590

distance 0.287

#11 · Nagpurcell 4840004004

distance 0.29 · cross-district

#12 · Nagpurcell 4840000582

distance 0.294 · cross-district

#13 · Gadchirolicell 4750011817

distance 0.294 · cross-district

#14 · Chandrapurcell 4730009723

distance 0.295

#15 · Nagpurcell 4840000765

distance 0.302 · cross-district

#16 · Chandrapurcell 4730007566

distance 0.302

#17 · Chhatrapati Sambhajinagarcell 4690006802

distance 0.305 · cross-district

#18 · Chandrapurcell 4730007459

distance 0.307

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":4730009688}}}'

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.