Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000058

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000059

distance 0.123

#2 · Kolhapurcell 4800000125

distance 0.207

#3 · Sindhudurgcell 4950000246

distance 0.215 · cross-district

#4 · Kolhapurcell 4800000036

distance 0.235

#5 · Kolhapurcell 4800000019

distance 0.251

#6 · Sindhudurgcell 4950000394

distance 0.323 · cross-district

#7 · Sindhudurgcell 4950000245

distance 0.323 · cross-district

#8 · Kolhapurcell 4800000038

distance 0.328

#9 · Kolhapurcell 4800000124

distance 0.33

#10 · Kolhapurcell 4800000060

distance 0.343

#11 · Sindhudurgcell 4950000295

distance 0.352 · cross-district

#12 · Kolhapurcell 4800000057

distance 0.36

#13 · Sindhudurgcell 4950000346

distance 0.36 · cross-district

#14 · Sindhudurgcell 4950000393

distance 0.374 · cross-district

#15 · Kolhapurcell 4800000051

distance 0.383

#16 · Sindhudurgcell 4950000292

distance 0.389 · cross-district

#17 · Sindhudurgcell 4950000445

distance 0.394 · cross-district

#18 · Sindhudurgcell 4950000203

distance 0.395 · 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":4800000058}}}'

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.