Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002440

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002538

distance 0.152

#2 · Kolhapurcell 4800002068

distance 0.169

#3 · Kolhapurcell 4800001950

distance 0.177

#4 · Kolhapurcell 4800002119

distance 0.182

#5 · Kolhapurcell 4800002160

distance 0.204

#6 · Beedcell 4700006348

distance 0.208 · cross-district

#7 · Solapurcell 4960000118

distance 0.23 · cross-district

#8 · Sanglicell 4930005085

distance 0.237 · cross-district

#9 · Kolhapurcell 4800002171

distance 0.241

#10 · Kolhapurcell 4800001720

distance 0.242

#11 · Kolhapurcell 4800001346

distance 0.243

#12 · Sanglicell 4930005451

distance 0.246 · cross-district

#13 · Kolhapurcell 4800002350

distance 0.246

#14 · Kolhapurcell 4800002111

distance 0.249

#15 · Solapurcell 4960000046

distance 0.25 · cross-district

#16 · Ahmednagarcell 4660005276

distance 0.25 · cross-district

#17 · Sanglicell 4930005559

distance 0.251 · cross-district

#18 · Sanglicell 4930005330

distance 0.251 · 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":4800002440}}}'

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.