Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001990

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006021

distance 0.15 · cross-district

#2 · Nagpurcell 4840006386

distance 0.158 · cross-district

#3 · Bhandaracell 4710001986

distance 0.169

#4 · Bhandaracell 4710001874

distance 0.176

#5 · Bhandaracell 4710003083

distance 0.186

#6 · Nagpurcell 4840006279

distance 0.187 · cross-district

#7 · Nagpurcell 4840005640

distance 0.198 · cross-district

#8 · Nagpurcell 4840008194

distance 0.2 · cross-district

#9 · Nagpurcell 4840006732

distance 0.203 · cross-district

#10 · Bhandaracell 4710001934

distance 0.203

#11 · Nagpurcell 4840004306

distance 0.206 · cross-district

#12 · Nagpurcell 4840006735

distance 0.207 · cross-district

#13 · Nagpurcell 4840005763

distance 0.208 · cross-district

#14 · Nagpurcell 4840002655

distance 0.209 · cross-district

#15 · Bhandaracell 4710002042

distance 0.209

#16 · Bhandaracell 4710001512

distance 0.21

#17 · Bhandaracell 4710000824

distance 0.211

#18 · Nagpurcell 4840008068

distance 0.212 · 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":4710001990}}}'

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.