Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004336

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001023

distance 0.304 · cross-district

#2 · Kolhapurcell 4800004509

distance 0.322

#3 · Solapurcell 4960004756

distance 0.331 · cross-district

#4 · Parbhanicell 4890004115

distance 0.332 · cross-district

#5 · Yavatmalcell 5000006270

distance 0.36 · cross-district

#6 · Kolhapurcell 4800004249

distance 0.367

#7 · Chhatrapati Sambhajinagarcell 4690002901

distance 0.368 · cross-district

#8 · Solapurcell 4960011180

distance 0.37 · cross-district

#9 · Buldhanacell 4720000816

distance 0.372 · cross-district

#10 · Kolhapurcell 4800004334

distance 0.377

#11 · Kolhapurcell 4800004170

distance 0.382

#12 · Dharashivcell 4880000893

distance 0.382 · cross-district

#13 · Kolhapurcell 4800004168

distance 0.388

#14 · Sanglicell 4930000183

distance 0.393 · cross-district

#15 · Jalgaoncell 4780008766

distance 0.397 · cross-district

#16 · Kolhapurcell 4800004335

distance 0.4

#17 · Akolacell 4670002229

distance 0.403 · cross-district

#18 · Kolhapurcell 4800004595

distance 0.405

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":4800004336}}}'

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.