Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004202

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004122

distance 0.166

#2 · Kolhapurcell 4800003821

distance 0.266

#3 · Kolhapurcell 4800003824

distance 0.273

#4 · Sanglicell 4930004042

distance 0.286 · cross-district

#5 · Kolhapurcell 4800004051

distance 0.288

#6 · Kolhapurcell 4800004209

distance 0.288

#7 · Amravaticell 4680006440

distance 0.295 · cross-district

#8 · Kolhapurcell 4800004203

distance 0.304

#9 · Sanglicell 4930004194

distance 0.309 · cross-district

#10 · Solapurcell 4960008686

distance 0.309 · cross-district

#11 · Solapurcell 4960009076

distance 0.314 · cross-district

#12 · Kolhapurcell 4800005233

distance 0.319

#13 · Kolhapurcell 4800003487

distance 0.323

#14 · Kolhapurcell 4800004284

distance 0.323

#15 · Jalgaoncell 4780007620

distance 0.324 · cross-district

#16 · Kolhapurcell 4800005235

distance 0.325

#17 · Solapurcell 4960008685

distance 0.328 · cross-district

#18 · Kolhapurcell 4800004282

distance 0.33

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":4800004202}}}'

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.