Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000876

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001183

distance 0.186

#2 · Bhandaracell 4710001113

distance 0.186

#3 · Bhandaracell 4710001324

distance 0.192

#4 · Bhandaracell 4710001147

distance 0.206

#5 · Bhandaracell 4710001053

distance 0.21

#6 · Bhandaracell 4710000834

distance 0.221

#7 · Bhandaracell 4710001059

distance 0.229

#8 · Bhandaracell 4710000993

distance 0.233

#9 · Nagpurcell 4840005752

distance 0.233 · cross-district

#10 · Nagpurcell 4840004757

distance 0.234 · cross-district

#11 · Bhandaracell 4710001117

distance 0.24

#12 · Bhandaracell 4710001415

distance 0.245

#13 · Nagpurcell 4840004756

distance 0.26 · cross-district

#14 · Bhandaracell 4710001282

distance 0.261

#15 · Bhandaracell 4710001184

distance 0.261

#16 · Bhandaracell 4710001093

distance 0.263

#17 · Bhandaracell 4710001022

distance 0.263

#18 · Bhandaracell 4710000986

distance 0.263

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":4710000876}}}'

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.