Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005132

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003816

distance 0.22

#2 · Kolhapurcell 4800003891

distance 0.225

#3 · Sanglicell 4930000339

distance 0.236 · cross-district

#4 · Kolhapurcell 4800004793

distance 0.251

#5 · Chhatrapati Sambhajinagarcell 4690003392

distance 0.26 · cross-district

#6 · Kolhapurcell 4800005212

distance 0.262

#7 · Kolhapurcell 4800002071

distance 0.265

#8 · Kolhapurcell 4800005145

distance 0.265

#9 · Ahmednagarcell 4660000187

distance 0.266 · cross-district

#10 · Punecell 4900000525

distance 0.268 · cross-district

#11 · Kolhapurcell 4800005225

distance 0.27

#12 · Kolhapurcell 4800004877

distance 0.276

#13 · Nashikcell 4870010327

distance 0.281 · cross-district

#14 · Kolhapurcell 4800004883

distance 0.287

#15 · Sataracell 4940000937

distance 0.287 · cross-district

#16 · Punecell 4900000473

distance 0.288 · cross-district

#17 · Sataracell 4940008111

distance 0.29 · cross-district

#18 · Kolhapurcell 4800004608

distance 0.29

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":4800005132}}}'

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.