Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008727

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009160

distance 0.199

#2 · Chandrapurcell 4730009609

distance 0.231

#3 · Chandrapurcell 4730008652

distance 0.252

#4 · Gadchirolicell 4750010833

distance 0.276 · cross-district

#5 · Chandrapurcell 4730007351

distance 0.276

#6 · Nagpurcell 4840000014

distance 0.278 · cross-district

#7 · Bhandaracell 4710001324

distance 0.282 · cross-district

#8 · Bhandaracell 4710000993

distance 0.283 · cross-district

#9 · Chandrapurcell 4730009432

distance 0.283

#10 · Gadchirolicell 4750010060

distance 0.284 · cross-district

#11 · Chandrapurcell 4730009607

distance 0.284

#12 · Bhandaracell 4710000922

distance 0.286 · cross-district

#13 · Chandrapurcell 4730008577

distance 0.287

#14 · Bhandaracell 4710001093

distance 0.29 · cross-district

#15 · Yavatmalcell 5000006089

distance 0.293 · cross-district

#16 · Gadchirolicell 4750009795

distance 0.295 · cross-district

#17 · Gondiacell 4760000428

distance 0.297 · cross-district

#18 · Chandrapurcell 4730009015

distance 0.297

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":4730008727}}}'

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.