Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001214

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 3 distinct districts

Index confidence

0.93

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 4710000937

distance 0.093

#2 · Bhandaracell 4710001558

distance 0.12

#3 · Bhandaracell 4710001464

distance 0.129

#4 · Bhandaracell 4710001370

distance 0.131

#5 · Bhandaracell 4710001254

distance 0.132

#6 · Bhandaracell 4710001364

distance 0.133

#7 · Nagpurcell 4840004104

distance 0.133 · cross-district

#8 · Bhandaracell 4710001054

distance 0.146

#9 · Bhandaracell 4710000979

distance 0.148

#10 · Bhandaracell 4710001010

distance 0.149

#11 · Nagpurcell 4840006266

distance 0.149 · cross-district

#12 · Nagpurcell 4840004206

distance 0.149 · cross-district

#13 · Bhandaracell 4710001016

distance 0.15

#14 · Bhandaracell 4710001007

distance 0.151

#15 · Gondiacell 4760000680

distance 0.152 · cross-district

#16 · Bhandaracell 4710001711

distance 0.153

#17 · Bhandaracell 4710001272

distance 0.155

#18 · Bhandaracell 4710000934

distance 0.155

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":4710001214}}}'

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.