Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000355

The MH-36 locality cells most similar to this Bhandara 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009658

distance 0.145 · cross-district

#2 · Chandrapurcell 4730008423

distance 0.16 · cross-district

#3 · Chandrapurcell 4730009552

distance 0.178 · cross-district

#4 · Bhandaracell 4710000353

distance 0.18

#5 · Bhandaracell 4710000401

distance 0.193

#6 · Chandrapurcell 4730009553

distance 0.206 · cross-district

#7 · Chandrapurcell 4730008500

distance 0.213 · cross-district

#8 · Nagpurcell 4840000038

distance 0.219 · cross-district

#9 · Chandrapurcell 4730007554

distance 0.222 · cross-district

#10 · Chandrapurcell 4730007665

distance 0.225 · cross-district

#11 · Bhandaracell 4710000269

distance 0.226

#12 · Chandrapurcell 4730009219

distance 0.226 · cross-district

#13 · Bhandaracell 4710000356

distance 0.234

#14 · Chandrapurcell 4730008267

distance 0.235 · cross-district

#15 · Chandrapurcell 4730008422

distance 0.237 · cross-district

#16 · Chandrapurcell 4730007442

distance 0.238 · cross-district

#17 · Bhandaracell 4710000260

distance 0.24

#18 · Bhandaracell 4710000354

distance 0.241

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":471,"cluster_id":4710000355}}}'

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.