Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001205

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000889

distance 0.184

#2 · Kolhapurcell 4800000833

distance 0.218

#3 · Kolhapurcell 4800001004

distance 0.223

#4 · Kolhapurcell 4800001040

distance 0.251

#5 · Kolhapurcell 4800000363

distance 0.265

#6 · Kolhapurcell 4800000333

distance 0.268

#7 · Kolhapurcell 4800000883

distance 0.277

#8 · Kolhapurcell 4800000929

distance 0.278

#9 · Kolhapurcell 4800000921

distance 0.308

#10 · Nashikcell 4870010748

distance 0.31 · cross-district

#11 · Kolhapurcell 4800000972

distance 0.317

#12 · Washimcell 4990003052

distance 0.317 · cross-district

#13 · Kolhapurcell 4800000888

distance 0.319

#14 · Nashikcell 4870001985

distance 0.327 · cross-district

#15 · Gadchirolicell 4750006503

distance 0.327 · cross-district

#16 · Nashikcell 4870002073

distance 0.328 · cross-district

#17 · Solapurcell 4960011919

distance 0.33 · cross-district

#18 · Gadchirolicell 4750003389

distance 0.33 · 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":4800001205}}}'

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.