Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005169

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005462

distance 0.184

#2 · Gadchirolicell 4750008037

distance 0.2 · cross-district

#3 · Chandrapurcell 4730009376

distance 0.221

#4 · Gadchirolicell 4750009285

distance 0.225 · cross-district

#5 · Chandrapurcell 4730003507

distance 0.228

#6 · Gadchirolicell 4750008911

distance 0.229 · cross-district

#7 · Chandrapurcell 4730005464

distance 0.233

#8 · Gadchirolicell 4750009280

distance 0.233 · cross-district

#9 · Chandrapurcell 4730003744

distance 0.236

#10 · Gondiacell 4760001384

distance 0.238 · cross-district

#11 · Gadchirolicell 4750010517

distance 0.241 · cross-district

#12 · Gadchirolicell 4750008858

distance 0.241 · cross-district

#13 · Gadchirolicell 4750009736

distance 0.242 · cross-district

#14 · Chandrapurcell 4730003827

distance 0.244

#15 · Gondiacell 4760001044

distance 0.245 · cross-district

#16 · Chandrapurcell 4730003425

distance 0.246

#17 · Chandrapurcell 4730003915

distance 0.246

#18 · Yavatmalcell 5000008065

distance 0.25 · 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":4730005169}}}'

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.