Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004582

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005014

distance 0.157

#2 · Kolhapurcell 4800004008

distance 0.179

#3 · Kolhapurcell 4800003927

distance 0.182

#4 · Kolhapurcell 4800005120

distance 0.193

#5 · Kolhapurcell 4800004427

distance 0.199

#6 · Kolhapurcell 4800004160

distance 0.2

#7 · Kolhapurcell 4800004669

distance 0.202

#8 · Kolhapurcell 4800004010

distance 0.202

#9 · Kolhapurcell 4800005193

distance 0.204

#10 · Kolhapurcell 4800005033

distance 0.205

#11 · Kolhapurcell 4800004084

distance 0.206

#12 · Sanglicell 4930002380

distance 0.207 · cross-district

#13 · Kolhapurcell 4800004344

distance 0.208

#14 · Kolhapurcell 4800004164

distance 0.211

#15 · Kolhapurcell 4800003929

distance 0.211

#16 · Kolhapurcell 4800004165

distance 0.211

#17 · Kolhapurcell 4800003856

distance 0.211

#18 · Sanglicell 4930003424

distance 0.213 · 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":4800004582}}}'

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.