Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005649

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.302

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005484

distance 0.302

#2 · Kolhapurcell 4800005319

distance 0.311

#3 · Sataracell 4940008681

distance 0.337 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001443

distance 0.342 · cross-district

#5 · Ahmednagarcell 4660008215

distance 0.35 · cross-district

#6 · Kolhapurcell 4800004725

distance 0.35

#7 · Punecell 4900001897

distance 0.352 · cross-district

#8 · Punecell 4900003906

distance 0.363 · cross-district

#9 · Kolhapurcell 4800004289

distance 0.37

#10 · Sanglicell 4930004995

distance 0.382 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004835

distance 0.394 · cross-district

#12 · Sanglicell 4930003880

distance 0.4 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001623

distance 0.401 · cross-district

#14 · Solapurcell 4960009465

distance 0.403 · cross-district

#15 · Solapurcell 4960012039

distance 0.404 · cross-district

#16 · Laturcell 4810003546

distance 0.405 · cross-district

#17 · Nandedcell 4850004478

distance 0.409 · cross-district

#18 · Nashikcell 4870002753

distance 0.41 · 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":4800005649}}}'

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.