Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005876

The MH-36 locality cells most similar to this Kolhapur 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001356

distance 0.161 · cross-district

#2 · Kolhapurcell 4800006235

distance 0.217

#3 · Kolhapurcell 4800006228

distance 0.245

#4 · Kolhapurcell 4800006208

distance 0.25

#5 · Kolhapurcell 4800005993

distance 0.262

#6 · Kolhapurcell 4800006205

distance 0.262

#7 · Kolhapurcell 4800005994

distance 0.266

#8 · Sanglicell 4930003169

distance 0.272 · cross-district

#9 · Kolhapurcell 4800005995

distance 0.274

#10 · Kolhapurcell 4800006251

distance 0.276

#11 · Kolhapurcell 4800006044

distance 0.277

#12 · Kolhapurcell 4800006234

distance 0.281

#13 · Kolhapurcell 4800005811

distance 0.289

#14 · Kolhapurcell 4800006112

distance 0.289

#15 · Ahmednagarcell 4660009178

distance 0.298 · cross-district

#16 · Nashikcell 4870012111

distance 0.298 · cross-district

#17 · Sanglicell 4930003694

distance 0.299 · cross-district

#18 · Sanglicell 4930001227

distance 0.3 · 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":480,"cluster_id":4800005876}}}'

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.