Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001586

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002656

distance 0.146

#2 · Bhandaracell 4710001496

distance 0.165

#3 · Bhandaracell 4710001647

distance 0.194

#4 · Bhandaracell 4710002809

distance 0.206

#5 · Gondiacell 4760001045

distance 0.229 · cross-district

#6 · Bhandaracell 4710002624

distance 0.24

#7 · Bhandaracell 4710003378

distance 0.25

#8 · Gondiacell 4760000988

distance 0.253 · cross-district

#9 · Bhandaracell 4710002509

distance 0.253

#10 · Gondiacell 4760003348

distance 0.254 · cross-district

#11 · Bhandaracell 4710001398

distance 0.254

#12 · Nagpurcell 4840004311

distance 0.258 · cross-district

#13 · Nagpurcell 4840003712

distance 0.261 · cross-district

#14 · Gondiacell 4760004489

distance 0.263 · cross-district

#15 · Gondiacell 4760003194

distance 0.27 · cross-district

#16 · Gondiacell 4760003279

distance 0.271 · cross-district

#17 · Bhandaracell 4710001763

distance 0.272

#18 · Gondiacell 4760004034

distance 0.275 · 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":4710001586}}}'

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.