Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003600

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003594

distance 0.114

#2 · Kolhapurcell 4800003601

distance 0.142

#3 · Kolhapurcell 4800003796

distance 0.154

#4 · Kolhapurcell 4800003314

distance 0.168

#5 · Kolhapurcell 4800003793

distance 0.173

#6 · Kolhapurcell 4800003533

distance 0.176

#7 · Kolhapurcell 4800003730

distance 0.178

#8 · Kolhapurcell 4800002789

distance 0.182

#9 · Kolhapurcell 4800003317

distance 0.183

#10 · Kolhapurcell 4800003481

distance 0.185

#11 · Kolhapurcell 4800002840

distance 0.187

#12 · Kolhapurcell 4800003728

distance 0.188

#13 · Kolhapurcell 4800003475

distance 0.189

#14 · Kolhapurcell 4800003778

distance 0.192

#15 · Solapurcell 4960007547

distance 0.199 · cross-district

#16 · Beedcell 4700005098

distance 0.2 · cross-district

#17 · Kolhapurcell 4800003313

distance 0.2

#18 · Kolhapurcell 4800003098

distance 0.202

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":4800003600}}}'

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.