Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004364

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

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660013937

distance 0.281 · cross-district

#2 · Sanglicell 4930003192

distance 0.337 · cross-district

#3 · Sataracell 4940006371

distance 0.354 · cross-district

#4 · Sanglicell 4930000216

distance 0.364 · cross-district

#5 · Solapurcell 4960010302

distance 0.364 · cross-district

#6 · Solapurcell 4960010912

distance 0.375 · cross-district

#7 · Kolhapurcell 4800005148

distance 0.377

#8 · Kolhapurcell 4800004620

distance 0.382

#9 · Sanglicell 4930006055

distance 0.383 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003289

distance 0.391 · cross-district

#11 · Ahmednagarcell 4660002247

distance 0.391 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000842

distance 0.396 · cross-district

#13 · Kolhapurcell 4800005398

distance 0.397

#14 · Kolhapurcell 4800005314

distance 0.399

#15 · Sataracell 4940005347

distance 0.402 · cross-district

#16 · Solapurcell 4960008141

distance 0.403 · cross-district

#17 · Kolhapurcell 4800005316

distance 0.404

#18 · Ahmednagarcell 4660013510

distance 0.405 · 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":4800004364}}}'

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.