Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002779

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002193

distance 0.185

#2 · Gondiacell 4760002866

distance 0.19 · cross-district

#3 · Bhandaracell 4710001512

distance 0.198

#4 · Bhandaracell 4710001116

distance 0.225

#5 · Gondiacell 4760002950

distance 0.229 · cross-district

#6 · Bhandaracell 4710002579

distance 0.233

#7 · Bhandaracell 4710001112

distance 0.236

#8 · Gondiacell 4760003113

distance 0.237 · cross-district

#9 · Bhandaracell 4710001424

distance 0.239

#10 · Amravaticell 4680009292

distance 0.242 · cross-district

#11 · Nagpurcell 4840001903

distance 0.242 · cross-district

#12 · Bhandaracell 4710001058

distance 0.243

#13 · Bhandaracell 4710001188

distance 0.245

#14 · Bhandaracell 4710001081

distance 0.249

#15 · Bhandaracell 4710000917

distance 0.254

#16 · Bhandaracell 4710002194

distance 0.255

#17 · Bhandaracell 4710001649

distance 0.256

#18 · Gondiacell 4760003506

distance 0.256 · 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":4710002779}}}'

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.