Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004514

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000412

distance 0.237 · cross-district

#2 · Kolhapurcell 4800004093

distance 0.244

#3 · Kolhapurcell 4800005289

distance 0.276

#4 · Kolhapurcell 4800004501

distance 0.278

#5 · Kolhapurcell 4800004861

distance 0.305

#6 · Nagpurcell 4840003658

distance 0.306 · cross-district

#7 · Laturcell 4810003221

distance 0.331 · cross-district

#8 · Yavatmalcell 5000005816

distance 0.332 · cross-district

#9 · Laturcell 4810003373

distance 0.337 · cross-district

#10 · Solapurcell 4960005511

distance 0.343 · cross-district

#11 · Nagpurcell 4840004388

distance 0.344 · cross-district

#12 · Nagpurcell 4840003654

distance 0.344 · cross-district

#13 · Nagpurcell 4840003662

distance 0.348 · cross-district

#14 · Solapurcell 4960011718

distance 0.357 · cross-district

#15 · Solapurcell 4960004300

distance 0.363 · cross-district

#16 · Kolhapurcell 4800004175

distance 0.365

#17 · Chandrapurcell 4730003380

distance 0.365 · cross-district

#18 · Ahmednagarcell 4660011741

distance 0.367 · 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":4800004514}}}'

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.