Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005758

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004748

distance 0.196

#2 · Kolhapurcell 4800005815

distance 0.197

#3 · Kolhapurcell 4800005603

distance 0.199

#4 · Kolhapurcell 4800003909

distance 0.252

#5 · Kolhapurcell 4800005676

distance 0.256

#6 · Kolhapurcell 4800004744

distance 0.266

#7 · Kolhapurcell 4800005006

distance 0.267

#8 · Kolhapurcell 4800006002

distance 0.274

#9 · Kolhapurcell 4800004071

distance 0.279

#10 · Kolhapurcell 4800003988

distance 0.284

#11 · Kolhapurcell 4800004921

distance 0.285

#12 · Kolhapurcell 4800002720

distance 0.285

#13 · Sanglicell 4930001229

distance 0.287 · cross-district

#14 · Sanglicell 4930001495

distance 0.293 · cross-district

#15 · Nandurbarcell 4860002908

distance 0.297 · cross-district

#16 · Kolhapurcell 4800004067

distance 0.299

#17 · Nashikcell 4870009989

distance 0.302 · cross-district

#18 · Nashikcell 4870010375

distance 0.306 · 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":4800005758}}}'

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.