Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003048

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003092

distance 0.103

#2 · Bhandaracell 4710003009

distance 0.118

#3 · Gondiacell 4760003556

distance 0.176 · cross-district

#4 · Bhandaracell 4710003008

distance 0.184

#5 · Bhandaracell 4710002887

distance 0.187

#6 · Bhandaracell 4710003088

distance 0.207

#7 · Bhandaracell 4710003629

distance 0.213

#8 · Bhandaracell 4710001321

distance 0.215

#9 · Bhandaracell 4710002580

distance 0.217

#10 · Nagpurcell 4840006141

distance 0.22 · cross-district

#11 · Bhandaracell 4710003414

distance 0.227

#12 · Bhandaracell 4710003091

distance 0.227

#13 · Bhandaracell 4710001417

distance 0.23

#14 · Bhandaracell 4710002720

distance 0.231

#15 · Bhandaracell 4710002973

distance 0.235

#16 · Bhandaracell 4710002016

distance 0.236

#17 · Bhandaracell 4710002277

distance 0.237

#18 · Bhandaracell 4710003309

distance 0.237

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":4710003048}}}'

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.