Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000481

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001372

distance 0.106

#2 · Nagpurcell 4840000963

distance 0.146 · cross-district

#3 · Bhandaracell 4710000127

distance 0.172

#4 · Bhandaracell 4710000208

distance 0.18

#5 · Chandrapurcell 4730007915

distance 0.182 · cross-district

#6 · Bhandaracell 4710000210

distance 0.188

#7 · Chandrapurcell 4730008004

distance 0.189 · cross-district

#8 · Nagpurcell 4840000950

distance 0.192 · cross-district

#9 · Bhandaracell 4710001553

distance 0.195

#10 · Nagpurcell 4840000964

distance 0.195 · cross-district

#11 · Chandrapurcell 4730008374

distance 0.195 · cross-district

#12 · Bhandaracell 4710000167

distance 0.198

#13 · Gondiacell 4760000208

distance 0.201 · cross-district

#14 · Chandrapurcell 4730008354

distance 0.201 · cross-district

#15 · Nagpurcell 4840000900

distance 0.202 · cross-district

#16 · Gondiacell 4760002016

distance 0.203 · cross-district

#17 · Bhandaracell 4710000207

distance 0.203

#18 · Nagpurcell 4840000774

distance 0.204 · 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":4710000481}}}'

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.