Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001963

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002995

distance 0.287 · cross-district

#2 · Solapurcell 4960008713

distance 0.294 · cross-district

#3 · Kolhapurcell 4800001791

distance 0.296

#4 · Kolhapurcell 4800001555

distance 0.301

#5 · Ahmednagarcell 4660007198

distance 0.303 · cross-district

#6 · Sanglicell 4930000834

distance 0.304 · cross-district

#7 · Solapurcell 4960006195

distance 0.307 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003779

distance 0.308 · cross-district

#9 · Ahmednagarcell 4660001574

distance 0.31 · cross-district

#10 · Beedcell 4700004858

distance 0.31 · cross-district

#11 · Akolacell 4670004548

distance 0.311 · cross-district

#12 · Akolacell 4670000810

distance 0.312 · cross-district

#13 · Akolacell 4670000935

distance 0.313 · cross-district

#14 · Kolhapurcell 4800001728

distance 0.314

#15 · Chhatrapati Sambhajinagarcell 4690002139

distance 0.318 · cross-district

#16 · Beedcell 4700005656

distance 0.325 · cross-district

#17 · Solapurcell 4960009418

distance 0.326 · cross-district

#18 · Kolhapurcell 4800001678

distance 0.328

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":4800001963}}}'

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.