Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001421

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001046

distance 0.136

#2 · Bhandaracell 4710001640

distance 0.141

#3 · Bhandaracell 4710001518

distance 0.147

#4 · Gondiacell 4760002885

distance 0.154 · cross-district

#5 · Gondiacell 4760003952

distance 0.176 · cross-district

#6 · Nagpurcell 4840002391

distance 0.176 · cross-district

#7 · Nagpurcell 4840002300

distance 0.179 · cross-district

#8 · Bhandaracell 4710001378

distance 0.179

#9 · Gondiacell 4760004140

distance 0.179 · cross-district

#10 · Chandrapurcell 4730008606

distance 0.181 · cross-district

#11 · Bhandaracell 4710001777

distance 0.182

#12 · Bhandaracell 4710000980

distance 0.184

#13 · Bhandaracell 4710001618

distance 0.184

#14 · Bhandaracell 4710001375

distance 0.184

#15 · Wardhacell 4980001850

distance 0.186 · cross-district

#16 · Bhandaracell 4710001677

distance 0.187

#17 · Chandrapurcell 4730007146

distance 0.188 · cross-district

#18 · Bhandaracell 4710000928

distance 0.188

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":4710001421}}}'

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.