Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001227

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950003231

distance 0.207 · cross-district

#2 · Kolhapurcell 4800002312

distance 0.224

#3 · Sindhudurgcell 4950002251

distance 0.225 · cross-district

#4 · Sindhudurgcell 4950002981

distance 0.237 · cross-district

#5 · Kolhapurcell 4800002405

distance 0.238

#6 · Sindhudurgcell 4950002705

distance 0.239 · cross-district

#7 · Sindhudurgcell 4950002444

distance 0.242 · cross-district

#8 · Kolhapurcell 4800002269

distance 0.248

#9 · Kolhapurcell 4800002848

distance 0.256

#10 · Sindhudurgcell 4950002446

distance 0.26 · cross-district

#11 · Kolhapurcell 4800003623

distance 0.268

#12 · Sindhudurgcell 4950002698

distance 0.272 · cross-district

#13 · Sindhudurgcell 4950002345

distance 0.275 · cross-district

#14 · Sindhudurgcell 4950002447

distance 0.277 · cross-district

#15 · Kolhapurcell 4800003437

distance 0.281

#16 · Kolhapurcell 4800003497

distance 0.284

#17 · Kolhapurcell 4800003557

distance 0.285

#18 · Sindhudurgcell 4950003547

distance 0.287 · 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":4800001227}}}'

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.