Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001660

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001524

distance 0.088

#2 · Gondiacell 4760004142

distance 0.119 · cross-district

#3 · Nagpurcell 4840000427

distance 0.12 · cross-district

#4 · Bhandaracell 4710001426

distance 0.121

#5 · Nagpurcell 4840001073

distance 0.125 · cross-district

#6 · Bhandaracell 4710001487

distance 0.126

#7 · Bhandaracell 4710001893

distance 0.132

#8 · Gondiacell 4760004187

distance 0.132 · cross-district

#9 · Bhandaracell 4710001278

distance 0.133

#10 · Bhandaracell 4710001619

distance 0.136

#11 · Bhandaracell 4710001772

distance 0.138

#12 · Bhandaracell 4710001385

distance 0.139

#13 · Gondiacell 4760003197

distance 0.141 · cross-district

#14 · Nagpurcell 4840000110

distance 0.142 · cross-district

#15 · Bhandaracell 4710001194

distance 0.143

#16 · Bhandaracell 4710001889

distance 0.143

#17 · Chandrapurcell 4730009411

distance 0.143 · cross-district

#18 · Bhandaracell 4710001564

distance 0.144

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":4710001660}}}'

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.