Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003577

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002957

distance 0.129

#2 · Kolhapurcell 4800003706

distance 0.156

#3 · Kolhapurcell 4800002772

distance 0.193

#4 · Kolhapurcell 4800002767

distance 0.213

#5 · Kolhapurcell 4800002710

distance 0.217

#6 · Kolhapurcell 4800002766

distance 0.244

#7 · Kolhapurcell 4800002762

distance 0.246

#8 · Kolhapurcell 4800002990

distance 0.253

#9 · Kolhapurcell 4800004080

distance 0.253

#10 · Kolhapurcell 4800003352

distance 0.257

#11 · Kolhapurcell 4800002903

distance 0.26

#12 · Kolhapurcell 4800005004

distance 0.262

#13 · Kolhapurcell 4800003926

distance 0.263

#14 · Kolhapurcell 4800002760

distance 0.275

#15 · Kolhapurcell 4800003925

distance 0.275

#16 · Kolhapurcell 4800002771

distance 0.276

#17 · Kolhapurcell 4800004240

distance 0.288

#18 · Kolhapurcell 4800003161

distance 0.291

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":4800003577}}}'

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.