Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000484

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001165

distance 0.143 · cross-district

#2 · Bhandaracell 4710000483

distance 0.159

#3 · Bhandaracell 4710000438

distance 0.168

#4 · Nagpurcell 4840000824

distance 0.193 · cross-district

#5 · Nagpurcell 4840000873

distance 0.194 · cross-district

#6 · Bhandaracell 4710000655

distance 0.202

#7 · Nagpurcell 4840001239

distance 0.209 · cross-district

#8 · Bhandaracell 4710001520

distance 0.21

#9 · Wardhacell 4980001763

distance 0.212 · cross-district

#10 · Bhandaracell 4710000304

distance 0.216

#11 · Bhandaracell 4710000702

distance 0.216

#12 · Chandrapurcell 4730006513

distance 0.218 · cross-district

#13 · Nagpurcell 4840000828

distance 0.221 · cross-district

#14 · Bhandaracell 4710001312

distance 0.226

#15 · Nagpurcell 4840001211

distance 0.226 · cross-district

#16 · Nagpurcell 4840001172

distance 0.228 · cross-district

#17 · Chandrapurcell 4730008530

distance 0.235 · cross-district

#18 · Wardhacell 4980001352

distance 0.236 · 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":4710000484}}}'

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.