Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003533

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003594

distance 0.145

#2 · Kolhapurcell 4800003464

distance 0.148

#3 · Kolhapurcell 4800002673

distance 0.15

#4 · Kolhapurcell 4800003660

distance 0.165

#5 · Kolhapurcell 4800003305

distance 0.168

#6 · Kolhapurcell 4800003531

distance 0.171

#7 · Kolhapurcell 4800003796

distance 0.174

#8 · Kolhapurcell 4800003600

distance 0.176

#9 · Kolhapurcell 4800003313

distance 0.177

#10 · Kolhapurcell 4800003413

distance 0.178

#11 · Kolhapurcell 4800003475

distance 0.179

#12 · Kolhapurcell 4800003469

distance 0.183

#13 · Kolhapurcell 4800002789

distance 0.183

#14 · Kolhapurcell 4800003592

distance 0.184

#15 · Kolhapurcell 4800003463

distance 0.185

#16 · Kolhapurcell 4800003586

distance 0.186

#17 · Kolhapurcell 4800003521

distance 0.192

#18 · Kolhapurcell 4800003363

distance 0.193

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":4800003533}}}'

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.