Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006178

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006204

distance 0.16

#2 · Kolhapurcell 4800006311

distance 0.178

#3 · Kolhapurcell 4800006350

distance 0.2

#4 · Kolhapurcell 4800006230

distance 0.201

#5 · Sanglicell 4930003513

distance 0.213 · cross-district

#6 · Kolhapurcell 4800006267

distance 0.217

#7 · Kolhapurcell 4800005870

distance 0.219

#8 · Kolhapurcell 4800006226

distance 0.22

#9 · Kolhapurcell 4800006227

distance 0.224

#10 · Sanglicell 4930003161

distance 0.225 · cross-district

#11 · Kolhapurcell 4800006250

distance 0.229

#12 · Sanglicell 4930001980

distance 0.229 · cross-district

#13 · Kolhapurcell 4800006294

distance 0.236

#14 · Kolhapurcell 4800006209

distance 0.236

#15 · Kolhapurcell 4800006157

distance 0.236

#16 · Kolhapurcell 4800006271

distance 0.242

#17 · Sanglicell 4930001815

distance 0.249 · cross-district

#18 · Kolhapurcell 4800006354

distance 0.251

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":4800006178}}}'

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.