Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004035

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005721

distance 0.146

#2 · Kolhapurcell 4800004033

distance 0.156

#3 · Kolhapurcell 4800004278

distance 0.159

#4 · Kolhapurcell 4800004277

distance 0.17

#5 · Kolhapurcell 4800004034

distance 0.181

#6 · Kolhapurcell 4800005789

distance 0.182

#7 · Kolhapurcell 4800004279

distance 0.19

#8 · Kolhapurcell 4800004115

distance 0.196

#9 · Sanglicell 4930000389

distance 0.207 · cross-district

#10 · Kolhapurcell 4800005715

distance 0.208

#11 · Sanglicell 4930000284

distance 0.208 · cross-district

#12 · Kolhapurcell 4800005786

distance 0.208

#13 · Kolhapurcell 4800005391

distance 0.21

#14 · Kolhapurcell 4800004434

distance 0.211

#15 · Sanglicell 4930000333

distance 0.217 · cross-district

#16 · Kolhapurcell 4800005645

distance 0.219

#17 · Kolhapurcell 4800004349

distance 0.224

#18 · Sanglicell 4930000332

distance 0.226 · 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":4800004035}}}'

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.