Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001416

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002350

distance 0.142

#2 · Bhandaracell 4710001560

distance 0.147

#3 · Bhandaracell 4710001701

distance 0.15

#4 · Bhandaracell 4710001367

distance 0.153

#5 · Bhandaracell 4710000822

distance 0.174

#6 · Nagpurcell 4840006143

distance 0.178 · cross-district

#7 · Bhandaracell 4710001457

distance 0.179

#8 · Bhandaracell 4710000992

distance 0.18

#9 · Bhandaracell 4710002828

distance 0.182

#10 · Bhandaracell 4710001807

distance 0.185

#11 · Nagpurcell 4840001645

distance 0.186 · cross-district

#12 · Nagpurcell 4840002749

distance 0.191 · cross-district

#13 · Bhandaracell 4710001812

distance 0.191

#14 · Nagpurcell 4840006388

distance 0.191 · cross-district

#15 · Gondiacell 4760002694

distance 0.192 · cross-district

#16 · Bhandaracell 4710001738

distance 0.193

#17 · Bhandaracell 4710000834

distance 0.194

#18 · Nagpurcell 4840002376

distance 0.194 · 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":4710001416}}}'

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.