Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004151

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004228

distance 0.213

#2 · Kolhapurcell 4800003696

distance 0.258

#3 · Kolhapurcell 4800005520

distance 0.272

#4 · Kolhapurcell 4800005519

distance 0.275

#5 · Kolhapurcell 4800005345

distance 0.277

#6 · Nashikcell 4870009178

distance 0.323 · cross-district

#7 · Kolhapurcell 4800003993

distance 0.33

#8 · Kolhapurcell 4800003148

distance 0.33

#9 · Nashikcell 4870009846

distance 0.332 · cross-district

#10 · Kolhapurcell 4800004233

distance 0.334

#11 · Nashikcell 4870009711

distance 0.351 · cross-district

#12 · Nashikcell 4870009037

distance 0.351 · cross-district

#13 · Kolhapurcell 4800005679

distance 0.355

#14 · Nashikcell 4870009576

distance 0.355 · cross-district

#15 · Kolhapurcell 4800003910

distance 0.361

#16 · Nashikcell 4870010760

distance 0.361 · cross-district

#17 · Nashikcell 4870010499

distance 0.362 · cross-district

#18 · Kolhapurcell 4800003565

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":4800004151}}}'

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.