Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002571

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003038

distance 0.239

#2 · Kolhapurcell 4800002946

distance 0.248

#3 · Kolhapurcell 4800003026

distance 0.248

#4 · Kolhapurcell 4800003152

distance 0.253

#5 · Kolhapurcell 4800003153

distance 0.262

#6 · Ratnagiricell 4920000402

distance 0.265 · cross-district

#7 · Kolhapurcell 4800005730

distance 0.278

#8 · Kolhapurcell 4800003387

distance 0.28

#9 · Kolhapurcell 4800005657

distance 0.28

#10 · Kolhapurcell 4800003507

distance 0.282

#11 · Kolhapurcell 4800006424

distance 0.284

#12 · Kolhapurcell 4800003380

distance 0.293

#13 · Kolhapurcell 4800003074

distance 0.295

#14 · Kolhapurcell 4800003501

distance 0.296

#15 · Ratnagiricell 4920001286

distance 0.3 · cross-district

#16 · Kolhapurcell 4800003335

distance 0.303

#17 · Kolhapurcell 4800003569

distance 0.304

#18 · Ratnagiricell 4920000805

distance 0.305 · 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":4800002571}}}'

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.