Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001393

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001201

distance 0.093

#2 · Bhandaracell 4710001164

distance 0.099

#3 · Gondiacell 4760001188

distance 0.106 · cross-district

#4 · Bhandaracell 4710001065

distance 0.153

#5 · Gondiacell 4760001187

distance 0.153 · cross-district

#6 · Bhandaracell 4710001425

distance 0.158

#7 · Bhandaracell 4710001438

distance 0.172

#8 · Bhandaracell 4710000893

distance 0.172

#9 · Bhandaracell 4710000892

distance 0.176

#10 · Bhandaracell 4710001488

distance 0.185

#11 · Bhandaracell 4710001128

distance 0.187

#12 · Bhandaracell 4710001063

distance 0.192

#13 · Bhandaracell 4710001333

distance 0.197

#14 · Gondiacell 4760000612

distance 0.198 · cross-district

#15 · Gondiacell 4760001233

distance 0.207 · cross-district

#16 · Bhandaracell 4710001567

distance 0.21

#17 · Bhandaracell 4710001379

distance 0.21

#18 · Bhandaracell 4710001000

distance 0.213

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":4710001393}}}'

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.