Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002487

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002389

distance 0.143

#2 · Kolhapurcell 4800002435

distance 0.186

#3 · Kolhapurcell 4800001960

distance 0.188

#4 · Kolhapurcell 4800001897

distance 0.195

#5 · Kolhapurcell 4800002070

distance 0.209

#6 · Kolhapurcell 4800002249

distance 0.209

#7 · Kolhapurcell 4800001337

distance 0.212

#8 · Kolhapurcell 4800002483

distance 0.213

#9 · Kolhapurcell 4800002482

distance 0.219

#10 · Kolhapurcell 4800002075

distance 0.23

#11 · Kolhapurcell 4800002258

distance 0.232

#12 · Kolhapurcell 4800001739

distance 0.233

#13 · Kolhapurcell 4800002266

distance 0.234

#14 · Kolhapurcell 4800002309

distance 0.236

#15 · Kolhapurcell 4800002055

distance 0.237

#16 · Kolhapurcell 4800002201

distance 0.239

#17 · Kolhapurcell 4800001689

distance 0.24

#18 · Hingolicell 4770003578

distance 0.241 · 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":4800002487}}}'

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.