Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004690

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005033

distance 0.09

#2 · Kolhapurcell 4800004087

distance 0.138

#3 · Kolhapurcell 4800003945

distance 0.166

#4 · Kolhapurcell 4800004343

distance 0.168

#5 · Kolhapurcell 4800005830

distance 0.171

#6 · Kolhapurcell 4800005034

distance 0.174

#7 · Kolhapurcell 4800004018

distance 0.176

#8 · Kolhapurcell 4800004160

distance 0.181

#9 · Kolhapurcell 4800004327

distance 0.184

#10 · Kolhapurcell 4800004344

distance 0.185

#11 · Kolhapurcell 4800004010

distance 0.186

#12 · Kolhapurcell 4800004183

distance 0.186

#13 · Sanglicell 4930002881

distance 0.189 · cross-district

#14 · Kolhapurcell 4800004760

distance 0.191

#15 · Kolhapurcell 4800004758

distance 0.198

#16 · Hingolicell 4770000397

distance 0.199 · cross-district

#17 · Kolhapurcell 4800004100

distance 0.202

#18 · Beedcell 4700005447

distance 0.202 · 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":4800004690}}}'

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.