Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004694

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005473

distance 0.142

#2 · Kolhapurcell 4800004039

distance 0.146

#3 · Kolhapurcell 4800005477

distance 0.147

#4 · Kolhapurcell 4800004779

distance 0.175

#5 · Sanglicell 4930002669

distance 0.178 · cross-district

#6 · Kolhapurcell 4800004793

distance 0.182

#7 · Kolhapurcell 4800005048

distance 0.183

#8 · Kolhapurcell 4800004792

distance 0.191

#9 · Kolhapurcell 4800003956

distance 0.191

#10 · Ahmednagarcell 4660011511

distance 0.191 · cross-district

#11 · Kolhapurcell 4800003958

distance 0.192

#12 · Kolhapurcell 4800004117

distance 0.192

#13 · Kolhapurcell 4800004876

distance 0.192

#14 · Punecell 4900000784

distance 0.192 · cross-district

#15 · Punecell 4900001036

distance 0.194 · cross-district

#16 · Punecell 4900001606

distance 0.195 · cross-district

#17 · Sanglicell 4930002500

distance 0.196 · cross-district

#18 · Sataracell 4940008213

distance 0.196 · 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":4800004694}}}'

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.