Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001640

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001421

distance 0.141

#2 · Bhandaracell 4710001803

distance 0.155

#3 · Gondiacell 4760002885

distance 0.158 · cross-district

#4 · Bhandaracell 4710001537

distance 0.167

#5 · Bhandaracell 4710003516

distance 0.168

#6 · Bhandaracell 4710003435

distance 0.169

#7 · Bhandaracell 4710002088

distance 0.169

#8 · Gondiacell 4760002146

distance 0.173 · cross-district

#9 · Bhandaracell 4710001594

distance 0.173

#10 · Gondiacell 4760003952

distance 0.178 · cross-district

#11 · Gondiacell 4760004140

distance 0.182 · cross-district

#12 · Gondiacell 4760004230

distance 0.184 · cross-district

#13 · Gondiacell 4760002059

distance 0.185 · cross-district

#14 · Bhandaracell 4710003543

distance 0.187

#15 · Gondiacell 4760004268

distance 0.19 · cross-district

#16 · Bhandaracell 4710002486

distance 0.191

#17 · Bhandaracell 4710001182

distance 0.191

#18 · Bhandaracell 4710001454

distance 0.192

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":4710001640}}}'

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.