Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004426

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

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001407

distance 0.248 · cross-district

#2 · Kolhapurcell 4800004601

distance 0.267

#3 · Sanglicell 4930000217

distance 0.271 · cross-district

#4 · Beedcell 4700005256

distance 0.285 · cross-district

#5 · Kolhapurcell 4800004161

distance 0.293

#6 · Laturcell 4810002652

distance 0.294 · cross-district

#7 · Akolacell 4670001217

distance 0.294 · cross-district

#8 · Laturcell 4810001570

distance 0.297 · cross-district

#9 · Kolhapurcell 4800005376

distance 0.299

#10 · Kolhapurcell 4800003932

distance 0.3

#11 · Kolhapurcell 4800004424

distance 0.306

#12 · Kolhapurcell 4800003806

distance 0.311

#13 · Kolhapurcell 4800004103

distance 0.314

#14 · Kolhapurcell 4800004502

distance 0.317

#15 · Akolacell 4670001218

distance 0.323 · cross-district

#16 · Beedcell 4700006421

distance 0.324 · cross-district

#17 · Kolhapurcell 4800004935

distance 0.325

#18 · Chandrapurcell 4730002385

distance 0.327 · 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":4800004426}}}'

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.