Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001667

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003217

distance 0.165 · cross-district

#2 · Chandrapurcell 4730007363

distance 0.167 · cross-district

#3 · Chandrapurcell 4730008202

distance 0.177 · cross-district

#4 · Gondiacell 4760003741

distance 0.182 · cross-district

#5 · Bhandaracell 4710001567

distance 0.189

#6 · Bhandaracell 4710002352

distance 0.192

#7 · Chandrapurcell 4730008769

distance 0.195 · cross-district

#8 · Gondiacell 4760003289

distance 0.202 · cross-district

#9 · Gondiacell 4760003835

distance 0.209 · cross-district

#10 · Bhandaracell 4710000529

distance 0.212

#11 · Gondiacell 4760001188

distance 0.213 · cross-district

#12 · Gondiacell 4760003293

distance 0.214 · cross-district

#13 · Chandrapurcell 4730008680

distance 0.216 · cross-district

#14 · Nagpurcell 4840007710

distance 0.217 · cross-district

#15 · Gondiacell 4760001673

distance 0.221 · cross-district

#16 · Bhandaracell 4710001615

distance 0.224

#17 · Bhandaracell 4710000304

distance 0.228

#18 · Nagpurcell 4840001648

distance 0.229 · 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":4710001667}}}'

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.