Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009082

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000741

distance 0.165 · cross-district

#2 · Chandrapurcell 4730005636

distance 0.183

#3 · Chandrapurcell 4730006681

distance 0.21

#4 · Bhandaracell 4710000817

distance 0.213 · cross-district

#5 · Bhandaracell 4710000055

distance 0.219 · cross-district

#6 · Chandrapurcell 4730007355

distance 0.228

#7 · Bhandaracell 4710000059

distance 0.231 · cross-district

#8 · Chandrapurcell 4730009083

distance 0.233

#9 · Chandrapurcell 4730006566

distance 0.236

#10 · Chandrapurcell 4730006186

distance 0.237

#11 · Chandrapurcell 4730006567

distance 0.241

#12 · Bhandaracell 4710000607

distance 0.25 · cross-district

#13 · Bhandaracell 4710000023

distance 0.256 · cross-district

#14 · Chandrapurcell 4730008816

distance 0.257

#15 · Gadchirolicell 4750011242

distance 0.258 · cross-district

#16 · Chandrapurcell 4730006652

distance 0.262

#17 · Yavatmalcell 5000005456

distance 0.262 · cross-district

#18 · Yavatmalcell 5000007406

distance 0.272 · 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":4730009082}}}'

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.