Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005776

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003385

distance 0.282 · cross-district

#2 · Kolhapurcell 4800004341

distance 0.293

#3 · Ahmednagarcell 4660011741

distance 0.298 · cross-district

#4 · Kolhapurcell 4800005025

distance 0.299

#5 · Chhatrapati Sambhajinagarcell 4690000202

distance 0.316 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001403

distance 0.325 · cross-district

#7 · Kolhapurcell 4800004096

distance 0.326

#8 · Laturcell 4810003242

distance 0.326 · cross-district

#9 · Kolhapurcell 4800005834

distance 0.329

#10 · Ahmednagarcell 4660009949

distance 0.339 · cross-district

#11 · Laturcell 4810004996

distance 0.34 · cross-district

#12 · Solapurcell 4960005002

distance 0.345 · cross-district

#13 · Kolhapurcell 4800005703

distance 0.353

#14 · Kolhapurcell 4800003942

distance 0.355

#15 · Kolhapurcell 4800004772

distance 0.357

#16 · Kolhapurcell 4800004329

distance 0.361

#17 · Parbhanicell 4890003838

distance 0.364 · cross-district

#18 · Kolhapurcell 4800005289

distance 0.368

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":4800005776}}}'

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.