Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005778

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005378

distance 0.138

#2 · Kolhapurcell 4800005380

distance 0.177

#3 · Kolhapurcell 4800005022

distance 0.188

#4 · Kolhapurcell 4800005464

distance 0.197

#5 · Kolhapurcell 4800005290

distance 0.206

#6 · Kolhapurcell 4800005110

distance 0.21

#7 · Kolhapurcell 4800005021

distance 0.227

#8 · Kolhapurcell 4800004676

distance 0.235

#9 · Kolhapurcell 4800005107

distance 0.244

#10 · Kolhapurcell 4800005706

distance 0.252

#11 · Nagpurcell 4840003362

distance 0.254 · cross-district

#12 · Laturcell 4810004314

distance 0.254 · cross-district

#13 · Laturcell 4810004815

distance 0.26 · cross-district

#14 · Laturcell 4810004319

distance 0.261 · cross-district

#15 · Laturcell 4810004618

distance 0.262 · cross-district

#16 · Sanglicell 4930000604

distance 0.267 · cross-district

#17 · Kolhapurcell 4800004938

distance 0.269

#18 · Kolhapurcell 4800005019

distance 0.271

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":4800005778}}}'

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.