Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005660

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005732

distance 0.138

#2 · Kolhapurcell 4800005659

distance 0.143

#3 · Kolhapurcell 4800002552

distance 0.158

#4 · Kolhapurcell 4800005731

distance 0.174

#5 · Kolhapurcell 4800005580

distance 0.188

#6 · Kolhapurcell 4800004382

distance 0.191

#7 · Kolhapurcell 4800005799

distance 0.201

#8 · Kolhapurcell 4800005579

distance 0.212

#9 · Kolhapurcell 4800004985

distance 0.213

#10 · Kolhapurcell 4800005728

distance 0.216

#11 · Kolhapurcell 4800005412

distance 0.219

#12 · Ratnagiricell 4920001242

distance 0.226 · cross-district

#13 · Kolhapurcell 4800004982

distance 0.231

#14 · Kolhapurcell 4800005407

distance 0.234

#15 · Kolhapurcell 4800005497

distance 0.236

#16 · Kolhapurcell 4800005157

distance 0.237

#17 · Kolhapurcell 4800004984

distance 0.243

#18 · Kolhapurcell 4800002557

distance 0.244

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":4800005660}}}'

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.