Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000921

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000731

distance 0.247

#2 · Kolhapurcell 4800000889

distance 0.258

#3 · Kolhapurcell 4800000696

distance 0.261

#4 · Kolhapurcell 4800000363

distance 0.262

#5 · Kolhapurcell 4800000926

distance 0.277

#6 · Kolhapurcell 4800000697

distance 0.284

#7 · Nashikcell 4870003626

distance 0.293 · cross-district

#8 · Nashikcell 4870003484

distance 0.295 · cross-district

#9 · Kolhapurcell 4800001007

distance 0.3

#10 · Kolhapurcell 4800000964

distance 0.3

#11 · Kolhapurcell 4800000888

distance 0.3

#12 · Kolhapurcell 4800001205

distance 0.308

#13 · Kolhapurcell 4800000807

distance 0.309

#14 · Nashikcell 4870003774

distance 0.311 · cross-district

#15 · Kolhapurcell 4800000333

distance 0.311

#16 · Beedcell 4700004204

distance 0.313 · cross-district

#17 · Nashikcell 4870004362

distance 0.314 · cross-district

#18 · Nashikcell 4870004505

distance 0.315 · 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":4800000921}}}'

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.