Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006330

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

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002812

distance 0.217 · cross-district

#2 · Kolhapurcell 4800006109

distance 0.251

#3 · Kolhapurcell 4800003794

distance 0.302

#4 · Sanglicell 4930001352

distance 0.304 · cross-district

#5 · Sataracell 4940001062

distance 0.33 · cross-district

#6 · Kolhapurcell 4800006136

distance 0.333

#7 · Kolhapurcell 4800006102

distance 0.337

#8 · Kolhapurcell 4800006107

distance 0.341

#9 · Kolhapurcell 4800006103

distance 0.344

#10 · Kolhapurcell 4800004316

distance 0.347

#11 · Kolhapurcell 4800004922

distance 0.36

#12 · Kolhapurcell 4800005175

distance 0.369

#13 · Kolhapurcell 4800002835

distance 0.376

#14 · Kolhapurcell 4800005992

distance 0.381

#15 · Sanglicell 4930001813

distance 0.381 · cross-district

#16 · Kolhapurcell 4800006148

distance 0.388

#17 · Sanglicell 4930001358

distance 0.389 · cross-district

#18 · Sataracell 4940001042

distance 0.394 · 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":4800006330}}}'

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.