Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000253

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000143

distance 0.164

#2 · Kolhapurcell 4800000173

distance 0.22

#3 · Kolhapurcell 4800000113

distance 0.23

#4 · Kolhapurcell 4800000090

distance 0.263

#5 · Kolhapurcell 4800000251

distance 0.267

#6 · Kolhapurcell 4800000116

distance 0.28

#7 · Kolhapurcell 4800000114

distance 0.286

#8 · Kolhapurcell 4800000265

distance 0.291

#9 · Kolhapurcell 4800000193

distance 0.306

#10 · Kolhapurcell 4800000262

distance 0.321

#11 · Kolhapurcell 4800000246

distance 0.322

#12 · Kolhapurcell 4800000261

distance 0.328

#13 · Kolhapurcell 4800000247

distance 0.33

#14 · Kolhapurcell 4800000257

distance 0.334

#15 · Kolhapurcell 4800000205

distance 0.334

#16 · Kolhapurcell 4800000144

distance 0.336

#17 · Kolhapurcell 4800000142

distance 0.339

#18 · Kolhapurcell 4800000224

distance 0.342

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":4800000253}}}'

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.