Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004085

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004928

distance 0.158

#2 · Kolhapurcell 4800005618

distance 0.203

#3 · Solapurcell 4960007605

distance 0.207 · cross-district

#4 · Kolhapurcell 4800005762

distance 0.217

#5 · Sanglicell 4930003750

distance 0.221 · cross-district

#6 · Kolhapurcell 4800004104

distance 0.225

#7 · Kolhapurcell 4800004842

distance 0.233

#8 · Solapurcell 4960003816

distance 0.238 · cross-district

#9 · Parbhanicell 4890001675

distance 0.244 · cross-district

#10 · Solapurcell 4960011118

distance 0.244 · cross-district

#11 · Beedcell 4700006952

distance 0.245 · cross-district

#12 · Parbhanicell 4890003362

distance 0.245 · cross-district

#13 · Sanglicell 4930003229

distance 0.245 · cross-district

#14 · Sanglicell 4930002718

distance 0.246 · cross-district

#15 · Sanglicell 4930001053

distance 0.246 · cross-district

#16 · Sanglicell 4930003415

distance 0.247 · cross-district

#17 · Kolhapurcell 4800004757

distance 0.248

#18 · Kolhapurcell 4800001670

distance 0.249

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":4800004085}}}'

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.