Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002177

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001723

distance 0.201

#2 · Kolhapurcell 4800002068

distance 0.206

#3 · Kolhapurcell 4800002486

distance 0.221

#4 · Sanglicell 4930006253

distance 0.222 · cross-district

#5 · Beedcell 4700003512

distance 0.23 · cross-district

#6 · Sanglicell 4930005335

distance 0.237 · cross-district

#7 · Ahmednagarcell 4660003470

distance 0.24 · cross-district

#8 · Ahmednagarcell 4660004451

distance 0.241 · cross-district

#9 · Kolhapurcell 4800001950

distance 0.243

#10 · Washimcell 4990000183

distance 0.244 · cross-district

#11 · Solapurcell 4960009978

distance 0.246 · cross-district

#12 · Sanglicell 4930004657

distance 0.247 · cross-district

#13 · Kolhapurcell 4800002220

distance 0.247

#14 · Kolhapurcell 4800001835

distance 0.249

#15 · Ahmednagarcell 4660003166

distance 0.25 · cross-district

#16 · Kolhapurcell 4800002122

distance 0.25

#17 · Ahmednagarcell 4660003451

distance 0.253 · cross-district

#18 · Ahmednagarcell 4660002748

distance 0.254 · 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":4800002177}}}'

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.