Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006342

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002986

distance 0.156 · cross-district

#2 · Kolhapurcell 4800006233

distance 0.194

#3 · Kolhapurcell 4800006159

distance 0.198

#4 · Kolhapurcell 4800006329

distance 0.2

#5 · Kolhapurcell 4800006341

distance 0.203

#6 · Kolhapurcell 4800006110

distance 0.215

#7 · Kolhapurcell 4800006131

distance 0.229

#8 · Kolhapurcell 4800005938

distance 0.248

#9 · Kolhapurcell 4800006340

distance 0.252

#10 · Kolhapurcell 4800006135

distance 0.254

#11 · Sataracell 4940000002

distance 0.256 · cross-district

#12 · Sanglicell 4930003861

distance 0.258 · cross-district

#13 · Sanglicell 4930001979

distance 0.269 · cross-district

#14 · Kolhapurcell 4800006235

distance 0.271

#15 · Kolhapurcell 4800006312

distance 0.275

#16 · Kolhapurcell 4800005931

distance 0.277

#17 · Sanglicell 4930003516

distance 0.287 · cross-district

#18 · Kolhapurcell 4800006234

distance 0.289

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":4800006342}}}'

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.