Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003654

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003178

distance 0.207 · cross-district

#2 · Kolhapurcell 4800006173

distance 0.288

#3 · Kolhapurcell 4800003720

distance 0.294

#4 · Sataracell 4940000870

distance 0.301 · cross-district

#5 · Beedcell 4700005687

distance 0.303 · cross-district

#6 · Ahmednagarcell 4660003968

distance 0.304 · cross-district

#7 · Beedcell 4700005092

distance 0.307 · cross-district

#8 · Kolhapurcell 4800002962

distance 0.315

#9 · Kolhapurcell 4800003093

distance 0.321

#10 · Kolhapurcell 4800003091

distance 0.321

#11 · Kolhapurcell 4800003655

distance 0.322

#12 · Kolhapurcell 4800003135

distance 0.323

#13 · Chhatrapati Sambhajinagarcell 4690002544

distance 0.324 · cross-district

#14 · Kolhapurcell 4800003938

distance 0.325

#15 · Kolhapurcell 4800003006

distance 0.332

#16 · Sataracell 4940003628

distance 0.332 · cross-district

#17 · Sanglicell 4930002276

distance 0.334 · cross-district

#18 · Hingolicell 4770000385

distance 0.335 · 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":4800003654}}}'

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.