Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001263

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009518

distance 0.286 · cross-district

#2 · Kolhapurcell 4800001846

distance 0.303

#3 · Kolhapurcell 4800001259

distance 0.304

#4 · Kolhapurcell 4800000817

distance 0.306

#5 · Kolhapurcell 4800001858

distance 0.313

#6 · Kolhapurcell 4800002546

distance 0.316

#7 · Kolhapurcell 4800001898

distance 0.319

#8 · Yavatmalcell 5000010402

distance 0.32 · cross-district

#9 · Kolhapurcell 4800001557

distance 0.323

#10 · Kolhapurcell 4800001843

distance 0.331

#11 · Amravaticell 4680007032

distance 0.335 · cross-district

#12 · Sanglicell 4930001716

distance 0.337 · cross-district

#13 · Kolhapurcell 4800003935

distance 0.337

#14 · Kolhapurcell 4800001958

distance 0.337

#15 · Sanglicell 4930003242

distance 0.339 · cross-district

#16 · Kolhapurcell 4800001406

distance 0.341

#17 · Kolhapurcell 4800001376

distance 0.342

#18 · Dharashivcell 4880003061

distance 0.343 · 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":4800001263}}}'

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.