Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005365

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005445

distance 0.293

#2 · Washimcell 4990003211

distance 0.314 · cross-district

#3 · Beedcell 4700004059

distance 0.34 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690006935

distance 0.361 · cross-district

#5 · Jalgaoncell 4780009938

distance 0.366 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003821

distance 0.367 · cross-district

#7 · Beedcell 4700004277

distance 0.374 · cross-district

#8 · Beedcell 4700003422

distance 0.375 · cross-district

#9 · Ahmednagarcell 4660005260

distance 0.379 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004297

distance 0.382 · cross-district

#11 · Beedcell 4700003404

distance 0.382 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003811

distance 0.382 · cross-district

#13 · Sanglicell 4930005084

distance 0.387 · cross-district

#14 · Nagpurcell 4840001489

distance 0.39 · cross-district

#15 · Yavatmalcell 5000010097

distance 0.395 · cross-district

#16 · Beedcell 4700003896

distance 0.396 · cross-district

#17 · Beedcell 4700006064

distance 0.396 · cross-district

#18 · Beedcell 4700004962

distance 0.399 · 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":4800005365}}}'

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.