Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003814

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000516

distance 0.183 · cross-district

#2 · Sanglicell 4930006182

distance 0.187 · cross-district

#3 · Kolhapurcell 4800003608

distance 0.188

#4 · Kolhapurcell 4800003549

distance 0.188

#5 · Kolhapurcell 4800003490

distance 0.194

#6 · Amravaticell 4680002894

distance 0.197 · cross-district

#7 · Kolhapurcell 4800004368

distance 0.199

#8 · Amravaticell 4680003481

distance 0.199 · cross-district

#9 · Kolhapurcell 4800004285

distance 0.2

#10 · Amravaticell 4680003192

distance 0.2 · cross-district

#11 · Sanglicell 4930006380

distance 0.204 · cross-district

#12 · Dharashivcell 4880000557

distance 0.204 · cross-district

#13 · Solapurcell 4960000860

distance 0.205 · cross-district

#14 · Dharashivcell 4880000445

distance 0.205 · cross-district

#15 · Sanglicell 4930006243

distance 0.206 · cross-district

#16 · Kolhapurcell 4800003970

distance 0.207

#17 · Laturcell 4810000210

distance 0.207 · cross-district

#18 · Kolhapurcell 4800004050

distance 0.208

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":4800003814}}}'

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.