Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002015

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001958

distance 0.124

#2 · Bhandaracell 4710001659

distance 0.137

#3 · Nagpurcell 4840002653

distance 0.155 · cross-district

#4 · Bhandaracell 4710001418

distance 0.155

#5 · Bhandaracell 4710001570

distance 0.157

#6 · Nagpurcell 4840004323

distance 0.169 · cross-district

#7 · Bhandaracell 4710001254

distance 0.171

#8 · Bhandaracell 4710001476

distance 0.174

#9 · Nagpurcell 4840006266

distance 0.174 · cross-district

#10 · Bhandaracell 4710002796

distance 0.174

#11 · Nagpurcell 4840002841

distance 0.185 · cross-district

#12 · Bhandaracell 4710002222

distance 0.185

#13 · Nagpurcell 4840005857

distance 0.186 · cross-district

#14 · Nagpurcell 4840004217

distance 0.19 · cross-district

#15 · Bhandaracell 4710001332

distance 0.193

#16 · Bhandaracell 4710002898

distance 0.193

#17 · Nagpurcell 4840006257

distance 0.194 · cross-district

#18 · Nagpurcell 4840006503

distance 0.194 · 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":4710002015}}}'

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.