Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000036

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

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000059

distance 0.234

#2 · Kolhapurcell 4800000058

distance 0.235

#3 · Kolhapurcell 4800000124

distance 0.267

#4 · Sindhudurgcell 4950000292

distance 0.278 · cross-district

#5 · Sindhudurgcell 4950000394

distance 0.28 · cross-district

#6 · Kolhapurcell 4800000037

distance 0.285

#7 · Kolhapurcell 4800000057

distance 0.303

#8 · Sindhudurgcell 4950000245

distance 0.342 · cross-district

#9 · Sindhudurgcell 4950000445

distance 0.349 · cross-district

#10 · Kolhapurcell 4800000060

distance 0.35

#11 · Sindhudurgcell 4950000246

distance 0.356 · cross-district

#12 · Kolhapurcell 4800000125

distance 0.359

#13 · Sindhudurgcell 4950000295

distance 0.367 · cross-district

#14 · Kolhapurcell 4800000019

distance 0.372

#15 · Sindhudurgcell 4950000203

distance 0.374 · cross-district

#16 · Kolhapurcell 4800000051

distance 0.38

#17 · Sindhudurgcell 4950000291

distance 0.397 · cross-district

#18 · Sindhudurgcell 4950000055

distance 0.398 · 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":4800000036}}}'

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.