Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006270

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006123

distance 0.205

#2 · Kolhapurcell 4800006131

distance 0.226

#3 · Sanglicell 4930001353

distance 0.262 · cross-district

#4 · Kolhapurcell 4800006153

distance 0.272

#5 · Kolhapurcell 4800006312

distance 0.272

#6 · Kolhapurcell 4800006337

distance 0.293

#7 · Kolhapurcell 4800006233

distance 0.296

#8 · Kolhapurcell 4800005866

distance 0.298

#9 · Sanglicell 4930002140

distance 0.298 · cross-district

#10 · Kolhapurcell 4800005938

distance 0.299

#11 · Sanglicell 4930003690

distance 0.305 · cross-district

#12 · Kolhapurcell 4800005739

distance 0.311

#13 · Sataracell 4940006961

distance 0.311 · cross-district

#14 · Kolhapurcell 4800005249

distance 0.312

#15 · Kolhapurcell 4800006035

distance 0.313

#16 · Sataracell 4940006687

distance 0.316 · cross-district

#17 · Kolhapurcell 4800005877

distance 0.316

#18 · Sataracell 4940003860

distance 0.316 · 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":4800006270}}}'

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.