Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005214

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004784

distance 0.146

#2 · Kolhapurcell 4800005216

distance 0.154

#3 · Sanglicell 4930005825

distance 0.159 · cross-district

#4 · Sanglicell 4930006823

distance 0.177 · cross-district

#5 · Kolhapurcell 4800004695

distance 0.181

#6 · Sataracell 4940001811

distance 0.184 · cross-district

#7 · Kolhapurcell 4800004781

distance 0.185

#8 · Sanglicell 4930004946

distance 0.185 · cross-district

#9 · Kolhapurcell 4800004697

distance 0.185

#10 · Sanglicell 4930006465

distance 0.186 · cross-district

#11 · Kolhapurcell 4800004953

distance 0.187

#12 · Sanglicell 4930006476

distance 0.188 · cross-district

#13 · Kolhapurcell 4800005391

distance 0.19

#14 · Sanglicell 4930006477

distance 0.19 · cross-district

#15 · Sanglicell 4930005738

distance 0.195 · cross-district

#16 · Solapurcell 4960001067

distance 0.195 · cross-district

#17 · Sanglicell 4930005973

distance 0.196 · cross-district

#18 · Kolhapurcell 4800003962

distance 0.197

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":4800005214}}}'

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.