Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001940

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001146

distance 0.119

#2 · Bhandaracell 4710000883

distance 0.136

#3 · Bhandaracell 4710001564

distance 0.155

#4 · Bhandaracell 4710001062

distance 0.16

#5 · Bhandaracell 4710002163

distance 0.161

#6 · Bhandaracell 4710001887

distance 0.168

#7 · Bhandaracell 4710002506

distance 0.174

#8 · Bhandaracell 4710002214

distance 0.176

#9 · Bhandaracell 4710002571

distance 0.178

#10 · Nagpurcell 4840004431

distance 0.183 · cross-district

#11 · Bhandaracell 4710002846

distance 0.184

#12 · Bhandaracell 4710001158

distance 0.185

#13 · Bhandaracell 4710001995

distance 0.186

#14 · Bhandaracell 4710002424

distance 0.189

#15 · Bhandaracell 4710001194

distance 0.194

#16 · Bhandaracell 4710002541

distance 0.194

#17 · Bhandaracell 4710001051

distance 0.198

#18 · Nagpurcell 4840005636

distance 0.2 · 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":4710001940}}}'

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.