Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007821

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009024

distance 0.233

#2 · Chandrapurcell 4730007820

distance 0.24

#3 · Chandrapurcell 4730007931

distance 0.244

#4 · Gadchirolicell 4750011374

distance 0.251 · cross-district

#5 · Chandrapurcell 4730008392

distance 0.253

#6 · Chandrapurcell 4730006551

distance 0.259

#7 · Chandrapurcell 4730007104

distance 0.262

#8 · Gadchirolicell 4750010369

distance 0.263 · cross-district

#9 · Gadchirolicell 4750011958

distance 0.264 · cross-district

#10 · Chandrapurcell 4730009631

distance 0.272

#11 · Chandrapurcell 4730005747

distance 0.275

#12 · Gondiacell 4760000084

distance 0.287 · cross-district

#13 · Chandrapurcell 4730006082

distance 0.289

#14 · Nagpurcell 4840000144

distance 0.289 · cross-district

#15 · Yavatmalcell 5000006377

distance 0.291 · cross-district

#16 · Chandrapurcell 4730006660

distance 0.296

#17 · Gadchirolicell 4750011957

distance 0.299 · cross-district

#18 · Chandrapurcell 4730005665

distance 0.303

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":4730007821}}}'

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.