Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004976

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004721

distance 0.152

#2 · Kolhapurcell 4800004375

distance 0.163

#3 · Sanglicell 4930003224

distance 0.167 · cross-district

#4 · Sanglicell 4930001549

distance 0.173 · cross-district

#5 · Sanglicell 4930000085

distance 0.175 · cross-district

#6 · Kolhapurcell 4800004724

distance 0.185

#7 · Sanglicell 4930003735

distance 0.186 · cross-district

#8 · Sanglicell 4930003223

distance 0.196 · cross-district

#9 · Kolhapurcell 4800004546

distance 0.197

#10 · Beedcell 4700001407

distance 0.203 · cross-district

#11 · Sanglicell 4930000519

distance 0.206 · cross-district

#12 · Dharashivcell 4880003778

distance 0.212 · cross-district

#13 · Laturcell 4810000809

distance 0.213 · cross-district

#14 · Kolhapurcell 4800004723

distance 0.213

#15 · Chhatrapati Sambhajinagarcell 4690002029

distance 0.221 · cross-district

#16 · Laturcell 4810002838

distance 0.222 · cross-district

#17 · Kolhapurcell 4800005062

distance 0.223

#18 · Sanglicell 4930001409

distance 0.223 · 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":4800004976}}}'

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.