Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005983

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006335

distance 0.098

#2 · Kolhapurcell 4800005860

distance 0.128

#3 · Kolhapurcell 4800006348

distance 0.134

#4 · Kolhapurcell 4800006143

distance 0.153

#5 · Kolhapurcell 4800006142

distance 0.158

#6 · Kolhapurcell 4800006261

distance 0.16

#7 · Kolhapurcell 4800006028

distance 0.16

#8 · Ratnagiricell 4920002645

distance 0.162 · cross-district

#9 · Kolhapurcell 4800006303

distance 0.163

#10 · Kolhapurcell 4800006275

distance 0.168

#11 · Kolhapurcell 4800006319

distance 0.182

#12 · Kolhapurcell 4800005979

distance 0.189

#13 · Kolhapurcell 4800006274

distance 0.195

#14 · Kolhapurcell 4800006064

distance 0.197

#15 · Ratnagiricell 4920002381

distance 0.198 · cross-district

#16 · Ratnagiricell 4920002212

distance 0.204 · cross-district

#17 · Ratnagiricell 4920002489

distance 0.208 · cross-district

#18 · Kolhapurcell 4800005982

distance 0.209

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":4800005983}}}'

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.