Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002722

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001516

distance 0.22

#2 · Bhandaracell 4710002124

distance 0.283

#3 · Bhandaracell 4710002791

distance 0.287

#4 · Bhandaracell 4710002804

distance 0.292

#5 · Bhandaracell 4710002889

distance 0.292

#6 · Bhandaracell 4710001380

distance 0.306

#7 · Nagpurcell 4840003953

distance 0.324 · cross-district

#8 · Bhandaracell 4710002832

distance 0.327

#9 · Bhandaracell 4710001750

distance 0.332

#10 · Bhandaracell 4710001631

distance 0.337

#11 · Bhandaracell 4710002578

distance 0.339

#12 · Bhandaracell 4710001955

distance 0.34

#13 · Nagpurcell 4840004058

distance 0.341 · cross-district

#14 · Bhandaracell 4710001350

distance 0.342

#15 · Bhandaracell 4710002919

distance 0.342

#16 · Bhandaracell 4710003525

distance 0.343

#17 · Nagpurcell 4840003955

distance 0.343 · cross-district

#18 · Bhandaracell 4710001617

distance 0.344

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":4710002722}}}'

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.