Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001728

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000815

distance 0.268 · cross-district

#2 · Sanglicell 4930006110

distance 0.305 · cross-district

#3 · Kolhapurcell 4800001555

distance 0.306

#4 · Kolhapurcell 4800001670

distance 0.309

#5 · Kolhapurcell 4800003606

distance 0.313

#6 · Kolhapurcell 4800001963

distance 0.314

#7 · Solapurcell 4960007848

distance 0.319 · cross-district

#8 · Kolhapurcell 4800001744

distance 0.322

#9 · Kolhapurcell 4800001500

distance 0.322

#10 · Kolhapurcell 4800002387

distance 0.325

#11 · Kolhapurcell 4800001840

distance 0.326

#12 · Sanglicell 4930001432

distance 0.327 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002669

distance 0.327 · cross-district

#14 · Ahmednagarcell 4660000265

distance 0.327 · cross-district

#15 · Kolhapurcell 4800001511

distance 0.329

#16 · Chhatrapati Sambhajinagarcell 4690005270

distance 0.331 · cross-district

#17 · Ahmednagarcell 4660002961

distance 0.331 · cross-district

#18 · Kolhapurcell 4800001619

distance 0.332

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":4800001728}}}'

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.