Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000442

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000383

distance 0.186

#2 · Kolhapurcell 4800001190

distance 0.227

#3 · Kolhapurcell 4800000727

distance 0.232

#4 · Kolhapurcell 4800000350

distance 0.237

#5 · Kolhapurcell 4800000609

distance 0.262

#6 · Kolhapurcell 4800001189

distance 0.265

#7 · Kolhapurcell 4800000803

distance 0.282

#8 · Kolhapurcell 4800000502

distance 0.283

#9 · Kolhapurcell 4800000347

distance 0.286

#10 · Ratnagiricell 4920004646

distance 0.293 · cross-district

#11 · Kolhapurcell 4800000398

distance 0.298

#12 · Kolhapurcell 4800000587

distance 0.298

#13 · Nashikcell 4870003478

distance 0.301 · cross-district

#14 · Kolhapurcell 4800000649

distance 0.304

#15 · Kolhapurcell 4800000339

distance 0.304

#16 · Kolhapurcell 4800000993

distance 0.307

#17 · Kolhapurcell 4800000380

distance 0.312

#18 · Kolhapurcell 4800000569

distance 0.313

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":4800000442}}}'

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.