Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001658

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001939

distance 0.16

#2 · Bhandaracell 4710002673

distance 0.162

#3 · Nagpurcell 4840005769

distance 0.167 · cross-district

#4 · Bhandaracell 4710001452

distance 0.173

#5 · Bhandaracell 4710001497

distance 0.178

#6 · Nagpurcell 4840005002

distance 0.179 · cross-district

#7 · Bhandaracell 4710001102

distance 0.183

#8 · Bhandaracell 4710003567

distance 0.183

#9 · Gondiacell 4760004265

distance 0.184 · cross-district

#10 · Bhandaracell 4710001553

distance 0.185

#11 · Gondiacell 4760003203

distance 0.188 · cross-district

#12 · Bhandaracell 4710001395

distance 0.191

#13 · Bhandaracell 4710002281

distance 0.192

#14 · Bhandaracell 4710001372

distance 0.193

#15 · Gondiacell 4760001522

distance 0.195 · cross-district

#16 · Bhandaracell 4710002165

distance 0.196

#17 · Bhandaracell 4710002180

distance 0.2

#18 · Gondiacell 4760003623

distance 0.201 · 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":4710001658}}}'

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.