Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004255

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

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005375

distance 0.261

#2 · Kolhapurcell 4800005201

distance 0.273

#3 · Laturcell 4810003169

distance 0.332 · cross-district

#4 · Sanglicell 4930000351

distance 0.353 · cross-district

#5 · Kolhapurcell 4800004096

distance 0.354

#6 · Sanglicell 4930002082

distance 0.362 · cross-district

#7 · Kolhapurcell 4800004091

distance 0.381

#8 · Kolhapurcell 4800004778

distance 0.385

#9 · Yavatmalcell 5000005714

distance 0.393 · cross-district

#10 · Kolhapurcell 4800004763

distance 0.4

#11 · Nagpurcell 4840003652

distance 0.401 · cross-district

#12 · Dharashivcell 4880003276

distance 0.402 · cross-district

#13 · Solapurcell 4960004761

distance 0.403 · cross-district

#14 · Sanglicell 4930000298

distance 0.406 · cross-district

#15 · Dharashivcell 4880000980

distance 0.406 · cross-district

#16 · Nashikcell 4870010455

distance 0.41 · cross-district

#17 · Nagpurcell 4840004838

distance 0.421 · cross-district

#18 · Solapurcell 4960004295

distance 0.423 · 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":4800004255}}}'

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.