Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003076

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.028

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003077

distance 0.028

#2 · Bhandaracell 4710003210

distance 0.044

#3 · Bhandaracell 4710003075

distance 0.051

#4 · Bhandaracell 4710003117

distance 0.054

#5 · Bhandaracell 4710003118

distance 0.054

#6 · Bhandaracell 4710003074

distance 0.059

#7 · Bhandaracell 4710003258

distance 0.061

#8 · Bhandaracell 4710003162

distance 0.063

#9 · Bhandaracell 4710003211

distance 0.07

#10 · Bhandaracell 4710003168

distance 0.075

#11 · Bhandaracell 4710003250

distance 0.084

#12 · Bhandaracell 4710003214

distance 0.087

#13 · Bhandaracell 4710003344

distance 0.087

#14 · Bhandaracell 4710003336

distance 0.087

#15 · Bhandaracell 4710003030

distance 0.091

#16 · Bhandaracell 4710003212

distance 0.093

#17 · Bhandaracell 4710003215

distance 0.096

#18 · Nagpurcell 4840007640

distance 0.1 · 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":4710003076}}}'

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.