Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008521

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008368

distance 0.133

#2 · Chandrapurcell 4730007572

distance 0.169

#3 · Chandrapurcell 4730008004

distance 0.174

#4 · Chandrapurcell 4730009377

distance 0.179

#5 · Chandrapurcell 4730009373

distance 0.215

#6 · Chandrapurcell 4730008366

distance 0.227

#7 · Chandrapurcell 4730007915

distance 0.234

#8 · Chandrapurcell 4730003089

distance 0.239

#9 · Chandrapurcell 4730003423

distance 0.245

#10 · Gadchirolicell 4750009564

distance 0.247 · cross-district

#11 · Chandrapurcell 4730008009

distance 0.249

#12 · Chandrapurcell 4730008186

distance 0.252

#13 · Chandrapurcell 4730006994

distance 0.258

#14 · Gadchirolicell 4750009618

distance 0.259 · cross-district

#15 · Wardhacell 4980003167

distance 0.268 · cross-district

#16 · Chandrapurcell 4730004595

distance 0.268

#17 · Gondiacell 4760000986

distance 0.269 · cross-district

#18 · Wardhacell 4980001182

distance 0.269 · 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":4730008521}}}'

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.