Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004932

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004088

distance 0.083

#2 · Kolhapurcell 4800004498

distance 0.182

#3 · Kolhapurcell 4800005102

distance 0.208

#4 · Kolhapurcell 4800004500

distance 0.219

#5 · Kolhapurcell 4800004587

distance 0.225

#6 · Kolhapurcell 4800004927

distance 0.225

#7 · Kolhapurcell 4800005018

distance 0.234

#8 · Kolhapurcell 4800004863

distance 0.234

#9 · Kolhapurcell 4800004845

distance 0.238

#10 · Kolhapurcell 4800004605

distance 0.245

#11 · Parbhanicell 4890002924

distance 0.25 · cross-district

#12 · Parbhanicell 4890003319

distance 0.251 · cross-district

#13 · Kolhapurcell 4800005111

distance 0.262

#14 · Laturcell 4810001746

distance 0.265 · cross-district

#15 · Kolhapurcell 4800003948

distance 0.265

#16 · Kolhapurcell 4800003858

distance 0.265

#17 · Kolhapurcell 4800002531

distance 0.266

#18 · Solapurcell 4960010734

distance 0.274 · 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":4800004932}}}'

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.