Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005402

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004121

distance 0.149

#2 · Kolhapurcell 4800004045

distance 0.168

#3 · Sataracell 4940008685

distance 0.198 · cross-district

#4 · Kolhapurcell 4800004123

distance 0.206

#5 · Kolhapurcell 4800004975

distance 0.222

#6 · Ahmednagarcell 4660000004

distance 0.223 · cross-district

#7 · Kolhapurcell 4800004286

distance 0.229

#8 · Kolhapurcell 4800004715

distance 0.239

#9 · Sataracell 4940000375

distance 0.241 · cross-district

#10 · Punecell 4900001005

distance 0.242 · cross-district

#11 · Kolhapurcell 4800004369

distance 0.246

#12 · Kolhapurcell 4800004457

distance 0.246

#13 · Kolhapurcell 4800005636

distance 0.249

#14 · Sataracell 4940003711

distance 0.251 · cross-district

#15 · Sataracell 4940008539

distance 0.258 · cross-district

#16 · Kolhapurcell 4800004533

distance 0.259

#17 · Solapurcell 4960010556

distance 0.262 · cross-district

#18 · Solapurcell 4960010214

distance 0.263 · 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":4800005402}}}'

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.