Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001105

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.412

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001055

distance 0.412

#2 · Kolhapurcell 4800001167

distance 0.477

#3 · Kolhapurcell 4800001104

distance 0.514

#4 · Kolhapurcell 4800000863

distance 0.527

#5 · Kolhapurcell 4800001166

distance 0.545

#6 · Sindhudurgcell 4950000908

distance 0.548 · cross-district

#7 · Sindhudurgcell 4950001220

distance 0.558 · cross-district

#8 · Sindhudurgcell 4950000907

distance 0.561 · cross-district

#9 · Sindhudurgcell 4950001505

distance 0.564 · cross-district

#10 · Jalnacell 4790004853

distance 0.564 · cross-district

#11 · Sindhudurgcell 4950001162

distance 0.566 · cross-district

#12 · Chandrapurcell 4730007848

distance 0.566 · cross-district

#13 · Kolhapurcell 4800001109

distance 0.566

#14 · Kolhapurcell 4800000818

distance 0.57

#15 · Yavatmalcell 5000007186

distance 0.573 · cross-district

#16 · Sindhudurgcell 4950001623

distance 0.574 · cross-district

#17 · Kolhapurcell 4800000864

distance 0.576

#18 · Sindhudurgcell 4950000911

distance 0.577 · 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":4800001105}}}'

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.