Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006248

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006210

distance 0.288

#2 · Sanglicell 4930002983

distance 0.313 · cross-district

#3 · Sanglicell 4930001497

distance 0.314 · cross-district

#4 · Kolhapurcell 4800005515

distance 0.319

#5 · Kolhapurcell 4800006400

distance 0.331

#6 · Beedcell 4700004423

distance 0.339 · cross-district

#7 · Sataracell 4940001217

distance 0.354 · cross-district

#8 · Sataracell 4940002600

distance 0.362 · cross-district

#9 · Kolhapurcell 4800006328

distance 0.372

#10 · Nashikcell 4870001267

distance 0.376 · cross-district

#11 · Nashikcell 4870010378

distance 0.378 · cross-district

#12 · Nashikcell 4870008194

distance 0.382 · cross-district

#13 · Sataracell 4940006387

distance 0.384 · cross-district

#14 · Nashikcell 4870010252

distance 0.386 · cross-district

#15 · Sanglicell 4930003688

distance 0.386 · cross-district

#16 · Sataracell 4940000866

distance 0.386 · cross-district

#17 · Ahmednagarcell 4660011940

distance 0.389 · cross-district

#18 · Sataracell 4940002834

distance 0.391 · 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":4800006248}}}'

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.