Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002078

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002025

distance 0.141

#2 · Kolhapurcell 4800002130

distance 0.166

#3 · Kolhapurcell 4800002354

distance 0.173

#4 · Kolhapurcell 4800001684

distance 0.173

#5 · Kolhapurcell 4800001740

distance 0.175

#6 · Kolhapurcell 4800002014

distance 0.182

#7 · Sanglicell 4930006455

distance 0.184 · cross-district

#8 · Sanglicell 4930006315

distance 0.192 · cross-district

#9 · Sanglicell 4930005184

distance 0.203 · cross-district

#10 · Kolhapurcell 4800001280

distance 0.208

#11 · Kolhapurcell 4800001520

distance 0.209

#12 · Dharashivcell 4880003109

distance 0.209 · cross-district

#13 · Kolhapurcell 4800002129

distance 0.211

#14 · Kolhapurcell 4800001462

distance 0.212

#15 · Sanglicell 4930004068

distance 0.218 · cross-district

#16 · Kolhapurcell 4800001682

distance 0.222

#17 · Kolhapurcell 4800001402

distance 0.223

#18 · Washimcell 4990000079

distance 0.223 · 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":4800002078}}}'

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.