Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001845

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008250

distance 0.247 · cross-district

#2 · Nagpurcell 4840008256

distance 0.267 · cross-district

#3 · Bhandaracell 4710001257

distance 0.267

#4 · Nagpurcell 4840008003

distance 0.273 · cross-district

#5 · Nagpurcell 4840007890

distance 0.276 · cross-district

#6 · Nagpurcell 4840002749

distance 0.28 · cross-district

#7 · Nagpurcell 4840006136

distance 0.285 · cross-district

#8 · Bhandaracell 4710003611

distance 0.286

#9 · Bhandaracell 4710002307

distance 0.287

#10 · Bhandaracell 4710002774

distance 0.289

#11 · Bhandaracell 4710001896

distance 0.289

#12 · Bhandaracell 4710002893

distance 0.292

#13 · Bhandaracell 4710003526

distance 0.294

#14 · Bhandaracell 4710000822

distance 0.295

#15 · Bhandaracell 4710001653

distance 0.295

#16 · Bhandaracell 4710002043

distance 0.299

#17 · Nagpurcell 4840004973

distance 0.302 · cross-district

#18 · Bhandaracell 4710001093

distance 0.302

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":4710001845}}}'

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.