Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004809

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001541

distance 0.243 · cross-district

#2 · Sanglicell 4930000315

distance 0.256 · cross-district

#3 · Sanglicell 4930000190

distance 0.259 · cross-district

#4 · Sanglicell 4930001197

distance 0.262 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003451

distance 0.264 · cross-district

#6 · Sanglicell 4930002066

distance 0.273 · cross-district

#7 · Sanglicell 4930002403

distance 0.277 · cross-district

#8 · Sanglicell 4930002739

distance 0.278 · cross-district

#9 · Sanglicell 4930002531

distance 0.282 · cross-district

#10 · Punecell 4900002352

distance 0.282 · cross-district

#11 · Kolhapurcell 4800004718

distance 0.292

#12 · Solapurcell 4960011564

distance 0.292 · cross-district

#13 · Solapurcell 4960012447

distance 0.292 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003669

distance 0.293 · cross-district

#15 · Sanglicell 4930000734

distance 0.295 · cross-district

#16 · Sanglicell 4930000733

distance 0.298 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003251

distance 0.298 · cross-district

#18 · Ahmednagarcell 4660001893

distance 0.299 · 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":4800004809}}}'

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.