Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000710

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001026

distance 0.136

#2 · Sindhudurgcell 4950001566

distance 0.166 · cross-district

#3 · Sindhudurgcell 4950001507

distance 0.193 · cross-district

#4 · Kolhapurcell 4800001123

distance 0.196

#5 · Kolhapurcell 4800001118

distance 0.201

#6 · Kolhapurcell 4800001115

distance 0.203

#7 · Kolhapurcell 4800000982

distance 0.208

#8 · Kolhapurcell 4800000746

distance 0.208

#9 · Kolhapurcell 4800001184

distance 0.21

#10 · Kolhapurcell 4800001114

distance 0.21

#11 · Kolhapurcell 4800001065

distance 0.212

#12 · Kolhapurcell 4800000901

distance 0.212

#13 · Kolhapurcell 4800001016

distance 0.212

#14 · Kolhapurcell 4800000981

distance 0.214

#15 · Kolhapurcell 4800001021

distance 0.214

#16 · Kolhapurcell 4800000943

distance 0.214

#17 · Kolhapurcell 4800001061

distance 0.214

#18 · Kolhapurcell 4800000559

distance 0.216

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":4800000710}}}'

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.