Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001372

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000481

distance 0.106

#2 · Bhandaracell 4710001885

distance 0.142

#3 · Bhandaracell 4710001553

distance 0.145

#4 · Bhandaracell 4710001939

distance 0.152

#5 · Nagpurcell 4840000650

distance 0.156 · cross-district

#6 · Nagpurcell 4840000707

distance 0.158 · cross-district

#7 · Chandrapurcell 4730009591

distance 0.16 · cross-district

#8 · Nagpurcell 4840000649

distance 0.161 · cross-district

#9 · Nagpurcell 4840005627

distance 0.163 · cross-district

#10 · Bhandaracell 4710000885

distance 0.163

#11 · Nagpurcell 4840000237

distance 0.164 · cross-district

#12 · Bhandaracell 4710001395

distance 0.164

#13 · Chandrapurcell 4730007915

distance 0.166 · cross-district

#14 · Bhandaracell 4710003419

distance 0.169

#15 · Chandrapurcell 4730009725

distance 0.173 · cross-district

#16 · Bhandaracell 4710001452

distance 0.173

#17 · Gondiacell 4760002016

distance 0.175 · cross-district

#18 · Bhandaracell 4710002117

distance 0.175

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":4710001372}}}'

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.