Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006036

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003853

distance 0.162 · cross-district

#2 · Kolhapurcell 4800006076

distance 0.197

#3 · Kolhapurcell 4800005998

distance 0.206

#4 · Sanglicell 4930001495

distance 0.211 · cross-district

#5 · Kolhapurcell 4800006300

distance 0.214

#6 · Sanglicell 4930001102

distance 0.22 · cross-district

#7 · Kolhapurcell 4800006105

distance 0.223

#8 · Kolhapurcell 4800006081

distance 0.233

#9 · Kolhapurcell 4800006049

distance 0.234

#10 · Sanglicell 4930003159

distance 0.238 · cross-district

#11 · Kolhapurcell 4800005985

distance 0.243

#12 · Kolhapurcell 4800006087

distance 0.247

#13 · Sanglicell 4930003333

distance 0.25 · cross-district

#14 · Kolhapurcell 4800005990

distance 0.25

#15 · Sanglicell 4930001650

distance 0.255 · cross-district

#16 · Sanglicell 4930003512

distance 0.258 · cross-district

#17 · Sanglicell 4930000678

distance 0.265 · cross-district

#18 · Kolhapurcell 4800006150

distance 0.265

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":4800006036}}}'

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.