Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000007

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.368

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000217

distance 0.368

#2 · Kolhapurcell 4800000222

distance 0.385

#3 · Kolhapurcell 4800000254

distance 0.404

#4 · Kolhapurcell 4800000172

distance 0.421

#5 · Raigadcell 4910002711

distance 0.43 · cross-district

#6 · Kolhapurcell 4800000115

distance 0.446

#7 · Kolhapurcell 4800000049

distance 0.457

#8 · Kolhapurcell 4800000224

distance 0.478

#9 · Kolhapurcell 4800003190

distance 0.478

#10 · Kolhapurcell 4800000170

distance 0.487

#11 · Kolhapurcell 4800000190

distance 0.489

#12 · Raigadcell 4910001905

distance 0.489 · cross-district

#13 · Kolhapurcell 4800000204

distance 0.493

#14 · Raigadcell 4910001906

distance 0.503 · cross-district

#15 · Kolhapurcell 4800000226

distance 0.506

#16 · Raigadcell 4910002189

distance 0.51 · cross-district

#17 · Raigadcell 4910001096

distance 0.521 · cross-district

#18 · Kolhapurcell 4800000140

distance 0.522

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":4800000007}}}'

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.