Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003021

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002979

distance 0.16

#2 · Bhandaracell 4710003630

distance 0.213

#3 · Bhandaracell 4710003020

distance 0.216

#4 · Bhandaracell 4710003629

distance 0.217

#5 · Bhandaracell 4710003233

distance 0.221

#6 · Bhandaracell 4710003598

distance 0.221

#7 · Bhandaracell 4710003014

distance 0.228

#8 · Bhandaracell 4710003620

distance 0.229

#9 · Bhandaracell 4710002985

distance 0.23

#10 · Bhandaracell 4710003555

distance 0.236

#11 · Nagpurcell 4840006028

distance 0.243 · cross-district

#12 · Bhandaracell 4710001084

distance 0.249

#13 · Bhandaracell 4710003527

distance 0.253

#14 · Bhandaracell 4710003269

distance 0.258

#15 · Bhandaracell 4710002984

distance 0.265

#16 · Bhandaracell 4710001272

distance 0.268

#17 · Bhandaracell 4710002810

distance 0.272

#18 · Bhandaracell 4710003097

distance 0.273

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":4710003021}}}'

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.