Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005296

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004015

distance 0.228

#2 · Sanglicell 4930000846

distance 0.239 · cross-district

#3 · Kolhapurcell 4800005199

distance 0.252

#4 · Kolhapurcell 4800003857

distance 0.258

#5 · Kolhapurcell 4800005610

distance 0.262

#6 · Kolhapurcell 4800005207

distance 0.266

#7 · Sanglicell 4930005986

distance 0.273 · cross-district

#8 · Sanglicell 4930006290

distance 0.276 · cross-district

#9 · Beedcell 4700004080

distance 0.277 · cross-district

#10 · Beedcell 4700002593

distance 0.279 · cross-district

#11 · Beedcell 4700003209

distance 0.281 · cross-district

#12 · Kolhapurcell 4800005297

distance 0.282

#13 · Laturcell 4810003527

distance 0.283 · cross-district

#14 · Laturcell 4810003425

distance 0.286 · cross-district

#15 · Kolhapurcell 4800005017

distance 0.286

#16 · Kolhapurcell 4800005121

distance 0.287

#17 · Solapurcell 4960000011

distance 0.287 · cross-district

#18 · Beedcell 4700002901

distance 0.289 · 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":4800005296}}}'

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.