Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001488

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001000

distance 0.107

#2 · Bhandaracell 4710001296

distance 0.134

#3 · Bhandaracell 4710001129

distance 0.151

#4 · Bhandaracell 4710001285

distance 0.165

#5 · Bhandaracell 4710001430

distance 0.169

#6 · Bhandaracell 4710001393

distance 0.185

#7 · Bhandaracell 4710001128

distance 0.19

#8 · Bhandaracell 4710000888

distance 0.193

#9 · Gondiacell 4760000727

distance 0.193 · cross-district

#10 · Bhandaracell 4710001425

distance 0.193

#11 · Bhandaracell 4710001160

distance 0.209

#12 · Bhandaracell 4710003515

distance 0.21

#13 · Nagpurcell 4840006380

distance 0.212 · cross-district

#14 · Bhandaracell 4710000610

distance 0.215

#15 · Bhandaracell 4710001569

distance 0.217

#16 · Bhandaracell 4710001251

distance 0.217

#17 · Chandrapurcell 4730007582

distance 0.217 · cross-district

#18 · Gondiacell 4760001091

distance 0.22 · 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":4710001488}}}'

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.