Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004841

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

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001580

distance 0.256 · cross-district

#2 · Dharashivcell 4880000247

distance 0.274 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001593

distance 0.274 · cross-district

#4 · Kolhapurcell 4800004775

distance 0.277

#5 · Chhatrapati Sambhajinagarcell 4690001683

distance 0.277 · cross-district

#6 · Sanglicell 4930001283

distance 0.281 · cross-district

#7 · Laturcell 4810002700

distance 0.281 · cross-district

#8 · Kolhapurcell 4800005535

distance 0.283

#9 · Dharashivcell 4880003024

distance 0.283 · cross-district

#10 · Sanglicell 4930000526

distance 0.283 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003658

distance 0.286 · cross-district

#12 · Solapurcell 4960005157

distance 0.29 · cross-district

#13 · Washimcell 4990002955

distance 0.294 · cross-district

#14 · Sanglicell 4930002562

distance 0.295 · cross-district

#15 · Nandedcell 4850002291

distance 0.301 · cross-district

#16 · Ahmednagarcell 4660010780

distance 0.304 · cross-district

#17 · Nandedcell 4850006971

distance 0.307 · cross-district

#18 · Ahmednagarcell 4660006199

distance 0.311 · 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":4800004841}}}'

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.