Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004066

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005161

distance 0.203

#2 · Kolhapurcell 4800004067

distance 0.22

#3 · Kolhapurcell 4800004145

distance 0.226

#4 · Kolhapurcell 4800004313

distance 0.241

#5 · Nashikcell 4870009594

distance 0.277 · cross-district

#6 · Kolhapurcell 4800004309

distance 0.277

#7 · Kolhapurcell 4800003910

distance 0.286

#8 · Kolhapurcell 4800004227

distance 0.286

#9 · Kolhapurcell 4800004232

distance 0.287

#10 · Nashikcell 4870009314

distance 0.292 · cross-district

#11 · Nashikcell 4870008611

distance 0.293 · cross-district

#12 · Nashikcell 4870009033

distance 0.296 · cross-district

#13 · Nashikcell 4870008754

distance 0.298 · cross-district

#14 · Kolhapurcell 4800003909

distance 0.299

#15 · Kolhapurcell 4800004831

distance 0.301

#16 · Kolhapurcell 4800004150

distance 0.303

#17 · Nashikcell 4870008892

distance 0.303 · cross-district

#18 · Nashikcell 4870001071

distance 0.303 · 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":4800004066}}}'

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.