Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001815

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001367

distance 0.272

#2 · Kolhapurcell 4800001595

distance 0.287

#3 · Kolhapurcell 4800002194

distance 0.31

#4 · Akolacell 4670000061

distance 0.371 · cross-district

#5 · Akolacell 4670000004

distance 0.385 · cross-district

#6 · Kolhapurcell 4800002034

distance 0.391

#7 · Kolhapurcell 4800001250

distance 0.392

#8 · Kolhapurcell 4800002038

distance 0.396

#9 · Kolhapurcell 4800001806

distance 0.401

#10 · Chhatrapati Sambhajinagarcell 4690007873

distance 0.404 · cross-district

#11 · Nandedcell 4850008121

distance 0.405 · cross-district

#12 · Nandedcell 4850008590

distance 0.407 · cross-district

#13 · Yavatmalcell 5000009788

distance 0.408 · cross-district

#14 · Kolhapurcell 4800002099

distance 0.414

#15 · Kolhapurcell 4800001707

distance 0.418

#16 · Chhatrapati Sambhajinagarcell 4690007874

distance 0.419 · cross-district

#17 · Yavatmalcell 5000008410

distance 0.42 · cross-district

#18 · Dhulecell 4740001147

distance 0.422 · 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":4800001815}}}'

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.