Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000331

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008956

distance 0.143 · cross-district

#2 · Chandrapurcell 4730008885

distance 0.152 · cross-district

#3 · Chandrapurcell 4730009435

distance 0.157 · cross-district

#4 · Bhandaracell 4710000151

distance 0.181

#5 · Bhandaracell 4710000727

distance 0.185

#6 · Bhandaracell 4710000640

distance 0.191

#7 · Chandrapurcell 4730009653

distance 0.193 · cross-district

#8 · Bhandaracell 4710000638

distance 0.194

#9 · Bhandaracell 4710000195

distance 0.194

#10 · Chandrapurcell 4730009610

distance 0.197 · cross-district

#11 · Chandrapurcell 4730009436

distance 0.202 · cross-district

#12 · Bhandaracell 4710000808

distance 0.204

#13 · Bhandaracell 4710000194

distance 0.208

#14 · Bhandaracell 4710000154

distance 0.21

#15 · Chandrapurcell 4730009496

distance 0.21 · cross-district

#16 · Chandrapurcell 4730009437

distance 0.211 · cross-district

#17 · Chandrapurcell 4730008660

distance 0.212 · cross-district

#18 · Chandrapurcell 4730008886

distance 0.214 · 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":4710000331}}}'

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.