Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001034

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001066

distance 0.279

#2 · Nagpurcell 4840007427

distance 0.327 · cross-district

#3 · Gondiacell 4760001595

distance 0.345 · cross-district

#4 · Nagpurcell 4840001614

distance 0.356 · cross-district

#5 · Nagpurcell 4840001744

distance 0.357 · cross-district

#6 · Nagpurcell 4840007428

distance 0.359 · cross-district

#7 · Bhandaracell 4710003264

distance 0.361

#8 · Nagpurcell 4840001929

distance 0.362 · cross-district

#9 · Bhandaracell 4710000967

distance 0.364

#10 · Bhandaracell 4710001002

distance 0.364

#11 · Bhandaracell 4710003496

distance 0.368

#12 · Nagpurcell 4840001834

distance 0.371 · cross-district

#13 · Gondiacell 4760004047

distance 0.377 · cross-district

#14 · Bhandaracell 4710002437

distance 0.379

#15 · Nagpurcell 4840001319

distance 0.379 · cross-district

#16 · Nagpurcell 4840001567

distance 0.383 · cross-district

#17 · Bhandaracell 4710003453

distance 0.386

#18 · Wardhacell 4980003380

distance 0.387 · 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":4710001034}}}'

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.