Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001481

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001371

distance 0.159

#2 · Bhandaracell 4710001610

distance 0.165

#3 · Gondiacell 4760001596

distance 0.196 · cross-district

#4 · Bhandaracell 4710001621

distance 0.2

#5 · Chandrapurcell 4730006709

distance 0.208 · cross-district

#6 · Bhandaracell 4710001560

distance 0.211

#7 · Bhandaracell 4710001387

distance 0.211

#8 · Bhandaracell 4710001416

distance 0.211

#9 · Nagpurcell 4840005255

distance 0.212 · cross-district

#10 · Chandrapurcell 4730009246

distance 0.213 · cross-district

#11 · Nagpurcell 4840003708

distance 0.214 · cross-district

#12 · Gondiacell 4760000980

distance 0.214 · cross-district

#13 · Bhandaracell 4710000992

distance 0.215

#14 · Bhandaracell 4710001463

distance 0.216

#15 · Nagpurcell 4840006137

distance 0.22 · cross-district

#16 · Nagpurcell 4840005252

distance 0.23 · cross-district

#17 · Bhandaracell 4710001232

distance 0.231

#18 · Yavatmalcell 5000009015

distance 0.232 · 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":471,"cluster_id":4710001481}}}'

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.