Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001601

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003123

distance 0.117 · cross-district

#2 · Bhandaracell 4710001863

distance 0.119

#3 · Bhandaracell 4710001447

distance 0.119

#4 · Bhandaracell 4710001119

distance 0.136

#5 · Gondiacell 4760003201

distance 0.137 · cross-district

#6 · Bhandaracell 4710001301

distance 0.14

#7 · Bhandaracell 4710001811

distance 0.141

#8 · Bhandaracell 4710002629

distance 0.143

#9 · Bhandaracell 4710001598

distance 0.144

#10 · Bhandaracell 4710001602

distance 0.145

#11 · Gondiacell 4760003041

distance 0.146 · cross-district

#12 · Bhandaracell 4710001148

distance 0.147

#13 · Bhandaracell 4710002398

distance 0.148

#14 · Bhandaracell 4710000956

distance 0.152

#15 · Bhandaracell 4710000994

distance 0.154

#16 · Nagpurcell 4840001925

distance 0.155 · cross-district

#17 · Gondiacell 4760002954

distance 0.157 · cross-district

#18 · Gondiacell 4760004174

distance 0.163 · 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":4710001601}}}'

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.