Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000129

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000171

distance 0.056

#2 · Bhandaracell 4710000130

distance 0.076

#3 · Bhandaracell 4710000172

distance 0.095

#4 · Bhandaracell 4710000214

distance 0.102

#5 · Bhandaracell 4710000087

distance 0.107

#6 · Bhandaracell 4710000088

distance 0.118

#7 · Nagpurcell 4840000069

distance 0.124 · cross-district

#8 · Bhandaracell 4710000215

distance 0.131

#9 · Bhandaracell 4710001206

distance 0.134

#10 · Bhandaracell 4710000434

distance 0.136

#11 · Gondiacell 4760000743

distance 0.14 · cross-district

#12 · Chandrapurcell 4730008990

distance 0.147 · cross-district

#13 · Nagpurcell 4840000065

distance 0.151 · cross-district

#14 · Gondiacell 4760000615

distance 0.152 · cross-district

#15 · Gondiacell 4760000079

distance 0.152 · cross-district

#16 · Nagpurcell 4840000054

distance 0.153 · cross-district

#17 · Gondiacell 4760000614

distance 0.154 · cross-district

#18 · Bhandaracell 4710001292

distance 0.155

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":4710000129}}}'

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.