Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006151

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003155

distance 0.104 · cross-district

#2 · Sanglicell 4930001809

distance 0.152 · cross-district

#3 · Kolhapurcell 4800006049

distance 0.162

#4 · Kolhapurcell 4800006105

distance 0.162

#5 · Kolhapurcell 4800006259

distance 0.162

#6 · Kolhapurcell 4800006085

distance 0.179

#7 · Sanglicell 4930001101

distance 0.183 · cross-district

#8 · Sanglicell 4930001808

distance 0.187 · cross-district

#9 · Sanglicell 4930001650

distance 0.187 · cross-district

#10 · Kolhapurcell 4800006150

distance 0.187

#11 · Sanglicell 4930001102

distance 0.191 · cross-district

#12 · Kolhapurcell 4800006037

distance 0.195

#13 · Kolhapurcell 4800006237

distance 0.198

#14 · Sanglicell 4930003512

distance 0.198 · cross-district

#15 · Kolhapurcell 4800006039

distance 0.199

#16 · Kolhapurcell 4800005988

distance 0.201

#17 · Kolhapurcell 4800006344

distance 0.206

#18 · Sanglicell 4930001107

distance 0.207 · 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":4800006151}}}'

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.