Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001963

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002189

distance 0.214

#2 · Nagpurcell 4840002953

distance 0.26 · cross-district

#3 · Bhandaracell 4710001753

distance 0.278

#4 · Bhandaracell 4710001965

distance 0.284

#5 · Nagpurcell 4840001798

distance 0.314 · cross-district

#6 · Jalgaoncell 4780006669

distance 0.346 · cross-district

#7 · Chandrapurcell 4730002257

distance 0.354 · cross-district

#8 · Bhandaracell 4710002639

distance 0.358

#9 · Bhandaracell 4710002694

distance 0.364

#10 · Jalgaoncell 4780006375

distance 0.368 · cross-district

#11 · Amravaticell 4680003283

distance 0.375 · cross-district

#12 · Jalgaoncell 4780006518

distance 0.377 · cross-district

#13 · Bhandaracell 4710000303

distance 0.382

#14 · Nagpurcell 4840002855

distance 0.383 · cross-district

#15 · Akolacell 4670001974

distance 0.387 · cross-district

#16 · Chandrapurcell 4730003153

distance 0.388 · cross-district

#17 · Jalgaoncell 4780006531

distance 0.388 · cross-district

#18 · Jalgaoncell 4780006517

distance 0.39 · 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":4710001963}}}'

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.