Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004038

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 4 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 4800004436

distance 0.149

#2 · Kolhapurcell 4800003972

distance 0.155

#3 · Kolhapurcell 4800005226

distance 0.166

#4 · Kolhapurcell 4800005225

distance 0.179

#5 · Kolhapurcell 4800004030

distance 0.191

#6 · Kolhapurcell 4800004708

distance 0.193

#7 · Kolhapurcell 4800004271

distance 0.197

#8 · Kolhapurcell 4800004886

distance 0.203

#9 · Kolhapurcell 4800005473

distance 0.205

#10 · Kolhapurcell 4800005304

distance 0.208

#11 · Kolhapurcell 4800004621

distance 0.211

#12 · Kolhapurcell 4800006058

distance 0.213

#13 · Kolhapurcell 4800005144

distance 0.215

#14 · Punecell 4900002646

distance 0.216 · cross-district

#15 · Kolhapurcell 4800004878

distance 0.222

#16 · Sataracell 4940001013

distance 0.223 · cross-district

#17 · Solapurcell 4960009278

distance 0.226 · cross-district

#18 · Kolhapurcell 4800001745

distance 0.226

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":4800004038}}}'

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.