Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003962

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005310

distance 0.154

#2 · Kolhapurcell 4800005311

distance 0.155

#3 · Kolhapurcell 4800005395

distance 0.172

#4 · Kolhapurcell 4800005129

distance 0.186

#5 · Kolhapurcell 4800005309

distance 0.196

#6 · Sanglicell 4930006338

distance 0.196 · cross-district

#7 · Kolhapurcell 4800005214

distance 0.197

#8 · Solapurcell 4960004058

distance 0.204 · cross-district

#9 · Sataracell 4940003595

distance 0.205 · cross-district

#10 · Sataracell 4940003477

distance 0.206 · cross-district

#11 · Kolhapurcell 4800003963

distance 0.208

#12 · Sanglicell 4930006477

distance 0.208 · cross-district

#13 · Kolhapurcell 4800004286

distance 0.209

#14 · Ahmednagarcell 4660002743

distance 0.21 · cross-district

#15 · Kolhapurcell 4800004108

distance 0.216

#16 · Sataracell 4940003475

distance 0.216 · cross-district

#17 · Kolhapurcell 4800005133

distance 0.216

#18 · Kolhapurcell 4800005396

distance 0.218

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":4800003962}}}'

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.