Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005506

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

0.344

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003232

distance 0.344

#2 · Kolhapurcell 4800005255

distance 0.351

#3 · Kolhapurcell 4800004571

distance 0.357

#4 · Kolhapurcell 4800006367

distance 0.368

#5 · Nashikcell 4870008605

distance 0.369 · cross-district

#6 · Nashikcell 4870001064

distance 0.389 · cross-district

#7 · Nashikcell 4870009722

distance 0.419 · cross-district

#8 · Kolhapurcell 4800002983

distance 0.419

#9 · Nashikcell 4870010762

distance 0.425 · cross-district

#10 · Kolhapurcell 4800004907

distance 0.425

#11 · Nashikcell 4870010763

distance 0.427 · cross-district

#12 · Kolhapurcell 4800003235

distance 0.432

#13 · Kolhapurcell 4800005667

distance 0.433

#14 · Nashikcell 4870008608

distance 0.434 · cross-district

#15 · Sindhudurgcell 4950000713

distance 0.436 · cross-district

#16 · Ratnagiricell 4920002497

distance 0.437 · cross-district

#17 · Punecell 4900013272

distance 0.437 · cross-district

#18 · Nandurbarcell 4860003635

distance 0.438 · 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":4800005506}}}'

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.