Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003213

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003302

distance 0.095

#2 · Bhandaracell 4710003163

distance 0.095

#3 · Bhandaracell 4710003254

distance 0.099

#4 · Bhandaracell 4710003337

distance 0.103

#5 · Bhandaracell 4710003073

distance 0.107

#6 · Bhandaracell 4710003303

distance 0.108

#7 · Bhandaracell 4710003206

distance 0.124

#8 · Bhandaracell 4710003246

distance 0.13

#9 · Bhandaracell 4710003260

distance 0.131

#10 · Bhandaracell 4710003170

distance 0.133

#11 · Bhandaracell 4710003166

distance 0.14

#12 · Nagpurcell 4840007639

distance 0.146 · cross-district

#13 · Bhandaracell 4710003116

distance 0.146

#14 · Bhandaracell 4710003249

distance 0.147

#15 · Bhandaracell 4710003169

distance 0.154

#16 · Bhandaracell 4710003304

distance 0.166

#17 · Bhandaracell 4710003515

distance 0.177

#18 · Bhandaracell 4710002305

distance 0.178

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":4710003213}}}'

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.