Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000486

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000413

distance 0.151 · cross-district

#2 · Chandrapurcell 4730009374

distance 0.157 · cross-district

#3 · Bhandaracell 4710000398

distance 0.158

#4 · Bhandaracell 4710001055

distance 0.159

#5 · Chandrapurcell 4730007576

distance 0.161 · cross-district

#6 · Bhandaracell 4710001025

distance 0.162

#7 · Chandrapurcell 4730007456

distance 0.163 · cross-district

#8 · Chandrapurcell 4730007342

distance 0.173 · cross-district

#9 · Bhandaracell 4710001769

distance 0.173

#10 · Chandrapurcell 4730007459

distance 0.182 · cross-district

#11 · Bhandaracell 4710000442

distance 0.183

#12 · Chandrapurcell 4730004565

distance 0.184 · cross-district

#13 · Chandrapurcell 4730009411

distance 0.186 · cross-district

#14 · Chandrapurcell 4730004566

distance 0.188 · cross-district

#15 · Gondiacell 4760000742

distance 0.189 · cross-district

#16 · Chandrapurcell 4730009316

distance 0.19 · cross-district

#17 · Chandrapurcell 4730007571

distance 0.191 · cross-district

#18 · Chandrapurcell 4730009723

distance 0.192 · 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":4710000486}}}'

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.