Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003296

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002963

distance 0.084

#2 · Bhandaracell 4710003002

distance 0.096

#3 · Nagpurcell 4840006385

distance 0.096 · cross-district

#4 · Bhandaracell 4710002839

distance 0.133

#5 · Nagpurcell 4840002937

distance 0.137 · cross-district

#6 · Bhandaracell 4710002004

distance 0.139

#7 · Bhandaracell 4710002899

distance 0.141

#8 · Bhandaracell 4710002966

distance 0.144

#9 · Bhandaracell 4710002005

distance 0.151

#10 · Bhandaracell 4710003297

distance 0.152

#11 · Bhandaracell 4710003042

distance 0.153

#12 · Bhandaracell 4710001893

distance 0.154

#13 · Gondiacell 4760000786

distance 0.158 · cross-district

#14 · Gondiacell 4760000861

distance 0.163 · cross-district

#15 · Bhandaracell 4710002061

distance 0.164

#16 · Nagpurcell 4840005898

distance 0.169 · cross-district

#17 · Nagpurcell 4840002390

distance 0.169 · cross-district

#18 · Bhandaracell 4710001951

distance 0.172

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":4710003296}}}'

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.