Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000096

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950000530

distance 0.088 · cross-district

#2 · Sindhudurgcell 4950000627

distance 0.106 · cross-district

#3 · Sindhudurgcell 4950000527

distance 0.113 · cross-district

#4 · Sindhudurgcell 4950000673

distance 0.118 · cross-district

#5 · Sindhudurgcell 4950000672

distance 0.122 · cross-district

#6 · Sindhudurgcell 4950000388

distance 0.127 · cross-district

#7 · Sindhudurgcell 4950000067

distance 0.132 · cross-district

#8 · Sindhudurgcell 4950000040

distance 0.133 · cross-district

#9 · Sindhudurgcell 4950000068

distance 0.133 · cross-district

#10 · Sindhudurgcell 4950000051

distance 0.135 · cross-district

#11 · Kolhapurcell 4800000117

distance 0.137

#12 · Sindhudurgcell 4950000428

distance 0.139 · cross-district

#13 · Sindhudurgcell 4950000808

distance 0.14 · cross-district

#14 · Sindhudurgcell 4950000054

distance 0.141 · cross-district

#15 · Sindhudurgcell 4950000080

distance 0.147 · cross-district

#16 · Sindhudurgcell 4950000035

distance 0.153 · cross-district

#17 · Sindhudurgcell 4950000025

distance 0.154 · cross-district

#18 · Sindhudurgcell 4950000069

distance 0.16 · 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":4800000096}}}'

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.