Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006148

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

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006102

distance 0.286

#2 · Kolhapurcell 4800004661

distance 0.3

#3 · Kolhapurcell 4800006034

distance 0.307

#4 · Sataracell 4940005694

distance 0.317 · cross-district

#5 · Sanglicell 4930003853

distance 0.324 · cross-district

#6 · Kolhapurcell 4800006087

distance 0.326

#7 · Kolhapurcell 4800005175

distance 0.329

#8 · Sanglicell 4930001352

distance 0.33 · cross-district

#9 · Sanglicell 4930001494

distance 0.33 · cross-district

#10 · Sanglicell 4930003331

distance 0.334 · cross-district

#11 · Kolhapurcell 4800005886

distance 0.344

#12 · Kolhapurcell 4800004400

distance 0.346

#13 · Kolhapurcell 4800006229

distance 0.348

#14 · Kolhapurcell 4800005185

distance 0.348

#15 · Kolhapurcell 4800005939

distance 0.354

#16 · Kolhapurcell 4800005753

distance 0.355

#17 · Kolhapurcell 4800005992

distance 0.357

#18 · Ahmednagarcell 4660005669

distance 0.357 · 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":4800006148}}}'

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.