Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002172

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003123

distance 0.134

#2 · Bhandaracell 4710003419

distance 0.145

#3 · Gondiacell 4760001822

distance 0.154 · cross-district

#4 · Bhandaracell 4710002673

distance 0.161

#5 · Bhandaracell 4710002117

distance 0.162

#6 · Gondiacell 4760000787

distance 0.164 · cross-district

#7 · Bhandaracell 4710002062

distance 0.165

#8 · Gondiacell 4760002103

distance 0.167 · cross-district

#9 · Nagpurcell 4840006387

distance 0.169 · cross-district

#10 · Nagpurcell 4840004321

distance 0.17 · cross-district

#11 · Bhandaracell 4710001102

distance 0.177

#12 · Bhandaracell 4710001556

distance 0.183

#13 · Bhandaracell 4710001372

distance 0.185

#14 · Gondiacell 4760002055

distance 0.185 · cross-district

#15 · Bhandaracell 4710003505

distance 0.187

#16 · Bhandaracell 4710001080

distance 0.188

#17 · Gondiacell 4760000801

distance 0.189 · cross-district

#18 · Nagpurcell 4840003903

distance 0.19 · 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":4710002172}}}'

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.