Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001064

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001127

distance 0.16

#2 · Bhandaracell 4710001615

distance 0.165

#3 · Bhandaracell 4710001201

distance 0.216

#4 · Gondiacell 4760001188

distance 0.222 · cross-district

#5 · Gondiacell 4760001187

distance 0.232 · cross-district

#6 · Bhandaracell 4710001200

distance 0.236

#7 · Bhandaracell 4710001239

distance 0.239

#8 · Bhandaracell 4710001128

distance 0.24

#9 · Bhandaracell 4710001164

distance 0.244

#10 · Bhandaracell 4710000893

distance 0.245

#11 · Bhandaracell 4710001773

distance 0.253

#12 · Bhandaracell 4710001393

distance 0.253

#13 · Chandrapurcell 4730008680

distance 0.255 · cross-district

#14 · Bhandaracell 4710001616

distance 0.255

#15 · Chandrapurcell 4730008918

distance 0.259 · cross-district

#16 · Bhandaracell 4710001065

distance 0.259

#17 · Gadchirolicell 4750009516

distance 0.267 · cross-district

#18 · Bhandaracell 4710001345

distance 0.268

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":4710001064}}}'

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.