Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002252

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.023

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002149

distance 0.023

#2 · Bhandaracell 4710002302

distance 0.031

#3 · Bhandaracell 4710002095

distance 0.032

#4 · Bhandaracell 4710002203

distance 0.04

#5 · Bhandaracell 4710002253

distance 0.041

#6 · Bhandaracell 4710002096

distance 0.056

#7 · Bhandaracell 4710002097

distance 0.056

#8 · Bhandaracell 4710002309

distance 0.082

#9 · Bhandaracell 4710002156

distance 0.106

#10 · Bhandaracell 4710002040

distance 0.112

#11 · Bhandaracell 4710002103

distance 0.118

#12 · Bhandaracell 4710002204

distance 0.131

#13 · Bhandaracell 4710002102

distance 0.132

#14 · Bhandaracell 4710002150

distance 0.137

#15 · Bhandaracell 4710002205

distance 0.143

#16 · Bhandaracell 4710002151

distance 0.147

#17 · Bhandaracell 4710002154

distance 0.158

#18 · Bhandaracell 4710003338

distance 0.161

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":4710002252}}}'

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.