Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006004

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

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005996

distance 0.232

#2 · Kolhapurcell 4800003304

distance 0.252

#3 · Kolhapurcell 4800006181

distance 0.269

#4 · Kolhapurcell 4800003527

distance 0.27

#5 · Solapurcell 4960007016

distance 0.277 · cross-district

#6 · Kolhapurcell 4800003588

distance 0.278

#7 · Kolhapurcell 4800003468

distance 0.28

#8 · Sanglicell 4930002486

distance 0.28 · cross-district

#9 · Kolhapurcell 4800003407

distance 0.28

#10 · Kolhapurcell 4800003054

distance 0.282

#11 · Kolhapurcell 4800006246

distance 0.282

#12 · Kolhapurcell 4800002967

distance 0.282

#13 · Kolhapurcell 4800005343

distance 0.283

#14 · Sanglicell 4930002652

distance 0.283 · cross-district

#15 · Nashikcell 4870012320

distance 0.286 · cross-district

#16 · Kolhapurcell 4800003355

distance 0.289

#17 · Punecell 4900000506

distance 0.293 · cross-district

#18 · Sataracell 4940000014

distance 0.294 · 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":4800006004}}}'

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.