Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006367

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006133

distance 0.28

#2 · Sanglicell 4930003339

distance 0.288 · cross-district

#3 · Nandurbarcell 4860004033

distance 0.302 · cross-district

#4 · Nandurbarcell 4860003490

distance 0.309 · cross-district

#5 · Kolhapurcell 4800005936

distance 0.328

#6 · Nashikcell 4870013400

distance 0.331 · cross-district

#7 · Nandurbarcell 4860003703

distance 0.337 · cross-district

#8 · Nandurbarcell 4860003635

distance 0.343 · cross-district

#9 · Nandurbarcell 4860003748

distance 0.345 · cross-district

#10 · Nandurbarcell 4860004371

distance 0.346 · cross-district

#11 · Nashikcell 4870010134

distance 0.356 · cross-district

#12 · Sanglicell 4930003160

distance 0.36 · cross-district

#13 · Nashikcell 4870012105

distance 0.361 · cross-district

#14 · Nandurbarcell 4860004101

distance 0.362 · cross-district

#15 · Beedcell 4700003553

distance 0.362 · cross-district

#16 · Nandurbarcell 4860003754

distance 0.365 · cross-district

#17 · Kolhapurcell 4800005506

distance 0.368

#18 · Kolhapurcell 4800004571

distance 0.369

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":4800006367}}}'

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.