Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005231

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004937

distance 0.169

#2 · Chandrapurcell 4730005966

distance 0.176

#3 · Gondiacell 4760000495

distance 0.209 · cross-district

#4 · Chandrapurcell 4730007238

distance 0.209

#5 · Gondiacell 4760000146

distance 0.217 · cross-district

#6 · Gondiacell 4760000251

distance 0.222 · cross-district

#7 · Chandrapurcell 4730007236

distance 0.222

#8 · Chandrapurcell 4730006315

distance 0.223

#9 · Chandrapurcell 4730007100

distance 0.225

#10 · Gondiacell 4760000496

distance 0.228 · cross-district

#11 · Gondiacell 4760000032

distance 0.23 · cross-district

#12 · Gadchirolicell 4750010314

distance 0.23 · cross-district

#13 · Chandrapurcell 4730007101

distance 0.232

#14 · Gadchirolicell 4750010316

distance 0.234 · cross-district

#15 · Chandrapurcell 4730004571

distance 0.237

#16 · Yavatmalcell 5000006355

distance 0.238 · cross-district

#17 · Chandrapurcell 4730008989

distance 0.239

#18 · Chandrapurcell 4730006905

distance 0.245

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":4730005231}}}'

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.