Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001459

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001224

distance 0.108

#2 · Bhandaracell 4710001405

distance 0.126

#3 · Bhandaracell 4710002451

distance 0.135

#4 · Gondiacell 4760002451

distance 0.14 · cross-district

#5 · Gondiacell 4760002552

distance 0.143 · cross-district

#6 · Bhandaracell 4710002407

distance 0.147

#7 · Bhandaracell 4710002402

distance 0.156

#8 · Gondiacell 4760002380

distance 0.162 · cross-district

#9 · Bhandaracell 4710002198

distance 0.166

#10 · Gondiacell 4760002321

distance 0.171 · cross-district

#11 · Nagpurcell 4840000795

distance 0.173 · cross-district

#12 · Gondiacell 4760002379

distance 0.174 · cross-district

#13 · Bhandaracell 4710002450

distance 0.178

#14 · Bhandaracell 4710002404

distance 0.18

#15 · Bhandaracell 4710001177

distance 0.181

#16 · Amravaticell 4680007609

distance 0.182 · cross-district

#17 · Nagpurcell 4840001057

distance 0.183 · cross-district

#18 · Gondiacell 4760002391

distance 0.185 · 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":4710001459}}}'

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.