Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002010

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006008

distance 0.222 · cross-district

#2 · Gondiacell 4760000902

distance 0.23 · cross-district

#3 · Bhandaracell 4710000992

distance 0.254

#4 · Nagpurcell 4840003709

distance 0.268 · cross-district

#5 · Bhandaracell 4710001954

distance 0.282

#6 · Nagpurcell 4840008007

distance 0.287 · cross-district

#7 · Bhandaracell 4710001416

distance 0.29

#8 · Bhandaracell 4710002893

distance 0.295

#9 · Nagpurcell 4840008250

distance 0.298 · cross-district

#10 · Nagpurcell 4840006136

distance 0.303 · cross-district

#11 · Bhandaracell 4710001367

distance 0.304

#12 · Bhandaracell 4710003526

distance 0.305

#13 · Bhandaracell 4710001749

distance 0.306

#14 · Nagpurcell 4840000336

distance 0.31 · cross-district

#15 · Gondiacell 4760001561

distance 0.31 · cross-district

#16 · Nagpurcell 4840005872

distance 0.31 · cross-district

#17 · Bhandaracell 4710001274

distance 0.313

#18 · Nagpurcell 4840006143

distance 0.313 · 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":4710002010}}}'

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.