Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002016

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002938

distance 0.137 · cross-district

#2 · Bhandaracell 4710001009

distance 0.171

#3 · Bhandaracell 4710001183

distance 0.177

#4 · Nagpurcell 4840005633

distance 0.179 · cross-district

#5 · Nagpurcell 4840006839

distance 0.181 · cross-district

#6 · Gondiacell 4760000914

distance 0.191 · cross-district

#7 · Nagpurcell 4840008601

distance 0.196 · cross-district

#8 · Bhandaracell 4710001477

distance 0.197

#9 · Bhandaracell 4710001084

distance 0.197

#10 · Nagpurcell 4840006028

distance 0.199 · cross-district

#11 · Bhandaracell 4710002751

distance 0.199

#12 · Bhandaracell 4710001053

distance 0.199

#13 · Bhandaracell 4710001115

distance 0.2

#14 · Bhandaracell 4710000917

distance 0.201

#15 · Nagpurcell 4840002478

distance 0.203 · cross-district

#16 · Bhandaracell 4710001766

distance 0.206

#17 · Nagpurcell 4840006141

distance 0.207 · cross-district

#18 · Bhandaracell 4710001273

distance 0.208

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":4710002016}}}'

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.