Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004586

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

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003852

distance 0.216

#2 · Sanglicell 4930003742

distance 0.218 · cross-district

#3 · Kolhapurcell 4800004773

distance 0.222

#4 · Solapurcell 4960004405

distance 0.231 · cross-district

#5 · Beedcell 4700004150

distance 0.231 · cross-district

#6 · Sanglicell 4930003594

distance 0.231 · cross-district

#7 · Kolhapurcell 4800005117

distance 0.239

#8 · Kolhapurcell 4800005841

distance 0.24

#9 · Kolhapurcell 4800003941

distance 0.241

#10 · Sanglicell 4930003228

distance 0.242 · cross-district

#11 · Solapurcell 4960007072

distance 0.243 · cross-district

#12 · Beedcell 4700000188

distance 0.244 · cross-district

#13 · Beedcell 4700008601

distance 0.245 · cross-district

#14 · Kolhapurcell 4800005773

distance 0.246

#15 · Kolhapurcell 4800004589

distance 0.247

#16 · Sanglicell 4930002884

distance 0.248 · cross-district

#17 · Sanglicell 4930002732

distance 0.248 · cross-district

#18 · Kolhapurcell 4800005768

distance 0.251

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":4800004586}}}'

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.