Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009710

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006887

distance 0.185

#2 · Chandrapurcell 4730009564

distance 0.224

#3 · Gadchirolicell 4750010831

distance 0.224 · cross-district

#4 · Bhandaracell 4710001233

distance 0.224 · cross-district

#5 · Chandrapurcell 4730007114

distance 0.23

#6 · Chandrapurcell 4730009711

distance 0.231

#7 · Gadchirolicell 4750010375

distance 0.233 · cross-district

#8 · Gadchirolicell 4750009996

distance 0.241 · cross-district

#9 · Chandrapurcell 4730008702

distance 0.244

#10 · Gadchirolicell 4750010318

distance 0.244 · cross-district

#11 · Gadchirolicell 4750011047

distance 0.245 · cross-district

#12 · Chandrapurcell 4730006890

distance 0.246

#13 · Gondiacell 4760000925

distance 0.249 · cross-district

#14 · Gadchirolicell 4750010319

distance 0.255 · cross-district

#15 · Gadchirolicell 4750010500

distance 0.255 · cross-district

#16 · Chandrapurcell 4730006542

distance 0.258

#17 · Chandrapurcell 4730009163

distance 0.259

#18 · Wardhacell 4980002887

distance 0.259 · 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":4730009710}}}'

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.