Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005941

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001810

distance 0.16 · cross-district

#2 · Kolhapurcell 4800005942

distance 0.162

#3 · Kolhapurcell 4800005987

distance 0.17

#4 · Kolhapurcell 4800005999

distance 0.171

#5 · Kolhapurcell 4800006211

distance 0.179

#6 · Sanglicell 4930000995

distance 0.185 · cross-district

#7 · Kolhapurcell 4800006161

distance 0.185

#8 · Sanglicell 4930003332

distance 0.192 · cross-district

#9 · Kolhapurcell 4800005988

distance 0.194

#10 · Sanglicell 4930003335

distance 0.195 · cross-district

#11 · Kolhapurcell 4800005945

distance 0.201

#12 · Kolhapurcell 4800006147

distance 0.205

#13 · Kolhapurcell 4800006048

distance 0.205

#14 · Sanglicell 4930003349

distance 0.21 · cross-district

#15 · Kolhapurcell 4800006401

distance 0.21

#16 · Kolhapurcell 4800006038

distance 0.213

#17 · Sanglicell 4930000885

distance 0.214 · cross-district

#18 · Sanglicell 4930001500

distance 0.214 · 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":4800005941}}}'

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.