Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002480

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001915

distance 0.222

#2 · Bhandaracell 4710001689

distance 0.236

#3 · Nagpurcell 4840001737

distance 0.238 · cross-district

#4 · Bhandaracell 4710001861

distance 0.244

#5 · Bhandaracell 4710002181

distance 0.247

#6 · Bhandaracell 4710002701

distance 0.252

#7 · Bhandaracell 4710002332

distance 0.254

#8 · Bhandaracell 4710003602

distance 0.255

#9 · Bhandaracell 4710003528

distance 0.257

#10 · Nagpurcell 4840001824

distance 0.257 · cross-district

#11 · Bhandaracell 4710003040

distance 0.257

#12 · Nagpurcell 4840001560

distance 0.262 · cross-district

#13 · Bhandaracell 4710001755

distance 0.262

#14 · Nagpurcell 4840002379

distance 0.265 · cross-district

#15 · Gondiacell 4760003342

distance 0.265 · cross-district

#16 · Bhandaracell 4710001971

distance 0.267

#17 · Bhandaracell 4710003544

distance 0.271

#18 · Nagpurcell 4840004296

distance 0.276 · 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":4710002480}}}'

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.