Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002008

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002843

distance 0.174 · cross-district

#2 · Bhandaracell 4710001083

distance 0.179

#3 · Bhandaracell 4710000944

distance 0.179

#4 · Bhandaracell 4710003297

distance 0.181

#5 · Nagpurcell 4840003233

distance 0.183 · cross-district

#6 · Bhandaracell 4710001261

distance 0.19

#7 · Bhandaracell 4710000881

distance 0.191

#8 · Bhandaracell 4710001366

distance 0.192

#9 · Bhandaracell 4710001228

distance 0.194

#10 · Nagpurcell 4840005730

distance 0.195 · cross-district

#11 · Bhandaracell 4710001664

distance 0.196

#12 · Nagpurcell 4840006630

distance 0.196 · cross-district

#13 · Nagpurcell 4840002389

distance 0.197 · cross-district

#14 · Nagpurcell 4840006381

distance 0.198 · cross-district

#15 · Bhandaracell 4710000843

distance 0.199

#16 · Nagpurcell 4840006837

distance 0.199 · cross-district

#17 · Nagpurcell 4840002113

distance 0.2 · cross-district

#18 · Nagpurcell 4840002742

distance 0.2 · 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":4710002008}}}'

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.