Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004261

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004105

distance 0.158

#2 · Kolhapurcell 4800004860

distance 0.164

#3 · Solapurcell 4960006805

distance 0.174 · cross-district

#4 · Kolhapurcell 4800004499

distance 0.195

#5 · Sanglicell 4930001166

distance 0.207 · cross-district

#6 · Kolhapurcell 4800004344

distance 0.207

#7 · Sanglicell 4930002211

distance 0.224 · cross-district

#8 · Solapurcell 4960006145

distance 0.228 · cross-district

#9 · Kolhapurcell 4800005031

distance 0.229

#10 · Sanglicell 4930002709

distance 0.236 · cross-district

#11 · Sanglicell 4930000475

distance 0.236 · cross-district

#12 · Solapurcell 4960006019

distance 0.237 · cross-district

#13 · Kolhapurcell 4800005117

distance 0.238

#14 · Sanglicell 4930002381

distance 0.238 · cross-district

#15 · Kolhapurcell 4800003870

distance 0.24

#16 · Sanglicell 4930000100

distance 0.241 · cross-district

#17 · Sanglicell 4930003587

distance 0.242 · cross-district

#18 · Sanglicell 4930002210

distance 0.242 · 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":4800004261}}}'

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.