Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003022

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003758

distance 0.278

#2 · Kolhapurcell 4800004467

distance 0.301

#3 · Kolhapurcell 4800003113

distance 0.32

#4 · Kolhapurcell 4800002804

distance 0.324

#5 · Thanecell 4970002463

distance 0.327 · cross-district

#6 · Sindhudurgcell 4950001758

distance 0.39 · cross-district

#7 · Kolhapurcell 4800003842

distance 0.396

#8 · Palgharcell 6650004294

distance 0.397 · cross-district

#9 · Kolhapurcell 4800003757

distance 0.413

#10 · Sindhudurgcell 4950004004

distance 0.42 · cross-district

#11 · Sindhudurgcell 4950001699

distance 0.423 · cross-district

#12 · Kolhapurcell 4800003156

distance 0.424

#13 · Ratnagiricell 4920001118

distance 0.428 · cross-district

#14 · Ratnagiricell 4920003558

distance 0.432 · cross-district

#15 · Ratnagiricell 4920003118

distance 0.432 · cross-district

#16 · Kolhapurcell 4800005569

distance 0.435

#17 · Kolhapurcell 4800005571

distance 0.437

#18 · Kolhapurcell 4800002597

distance 0.439

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":4800003022}}}'

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.