Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005460

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000329

distance 0.199 · cross-district

#2 · Kolhapurcell 4800005465

distance 0.262

#3 · Sanglicell 4930001386

distance 0.29 · cross-district

#4 · Beedcell 4700002772

distance 0.299 · cross-district

#5 · Jalgaoncell 4780000265

distance 0.304 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690006801

distance 0.307 · cross-district

#7 · Laturcell 4810004510

distance 0.31 · cross-district

#8 · Sanglicell 4930003398

distance 0.31 · cross-district

#9 · Gadchirolicell 4750003155

distance 0.312 · cross-district

#10 · Kolhapurcell 4800004852

distance 0.315

#11 · Gadchirolicell 4750011777

distance 0.324 · cross-district

#12 · Beedcell 4700003979

distance 0.328 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004871

distance 0.332 · cross-district

#14 · Kolhapurcell 4800005782

distance 0.333

#15 · Chhatrapati Sambhajinagarcell 4690006802

distance 0.334 · cross-district

#16 · Dharashivcell 4880000809

distance 0.335 · cross-district

#17 · Kolhapurcell 4800005203

distance 0.337

#18 · Gadchirolicell 4750012028

distance 0.34 · 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":4800005460}}}'

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.