Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003806

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005228

distance 0.19

#2 · Kolhapurcell 4800004879

distance 0.238

#3 · Kolhapurcell 4800004957

distance 0.251

#4 · Kolhapurcell 4800005718

distance 0.257

#5 · Kolhapurcell 4800004607

distance 0.261

#6 · Kolhapurcell 4800005134

distance 0.263

#7 · Kolhapurcell 4800003795

distance 0.266

#8 · Kolhapurcell 4800003781

distance 0.281

#9 · Beedcell 4700005256

distance 0.283 · cross-district

#10 · Sataracell 4940004709

distance 0.283 · cross-district

#11 · Sataracell 4940005079

distance 0.285 · cross-district

#12 · Akolacell 4670002308

distance 0.287 · cross-district

#13 · Kolhapurcell 4800005047

distance 0.288

#14 · Sanglicell 4930002000

distance 0.292 · cross-district

#15 · Kolhapurcell 4800005401

distance 0.294

#16 · Kolhapurcell 4800004610

distance 0.296

#17 · Kolhapurcell 4800003877

distance 0.296

#18 · Kolhapurcell 4800003807

distance 0.296

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":4800003806}}}'

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.