Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003630

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.38

lower = more alike (weighted)

The twins, closest first

#1 · Palgharcell 6650004377

distance 0.38 · cross-district

#2 · Kolhapurcell 4800004571

distance 0.399

#3 · Kolhapurcell 4800003232

distance 0.405

#4 · Kolhapurcell 4800006362

distance 0.411

#5 · Nandurbarcell 4860002787

distance 0.416 · cross-district

#6 · Nandurbarcell 4860004170

distance 0.416 · cross-district

#7 · Nashikcell 4870000814

distance 0.427 · cross-district

#8 · Nandurbarcell 4860003748

distance 0.433 · cross-district

#9 · Nandurbarcell 4860004177

distance 0.435 · cross-district

#10 · Nandurbarcell 4860002797

distance 0.435 · cross-district

#11 · Nashikcell 4870010355

distance 0.438 · cross-district

#12 · Nandurbarcell 4860003838

distance 0.439 · cross-district

#13 · Kolhapurcell 4800005506

distance 0.441

#14 · Kolhapurcell 4800005822

distance 0.449

#15 · Nandurbarcell 4860003619

distance 0.45 · cross-district

#16 · Nandurbarcell 4860003753

distance 0.453 · cross-district

#17 · Kolhapurcell 4800005936

distance 0.453

#18 · Nandurbarcell 4860004033

distance 0.46 · 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":4800003630}}}'

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.