Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003328

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 3 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003379

distance 0.14

#2 · Sindhudurgcell 4950003417

distance 0.219 · cross-district

#3 · Sindhudurgcell 4950004188

distance 0.221 · cross-district

#4 · Kolhapurcell 4800003277

distance 0.223

#5 · Kolhapurcell 4800003276

distance 0.225

#6 · Sindhudurgcell 4950003656

distance 0.229 · cross-district

#7 · Sindhudurgcell 4950003657

distance 0.23 · cross-district

#8 · Sindhudurgcell 4950003571

distance 0.236 · cross-district

#9 · Ratnagiricell 4920000308

distance 0.241 · cross-district

#10 · Ratnagiricell 4920000311

distance 0.242 · cross-district

#11 · Ratnagiricell 4920000234

distance 0.243 · cross-district

#12 · Sindhudurgcell 4950003522

distance 0.246 · cross-district

#13 · Sindhudurgcell 4950004141

distance 0.246 · cross-district

#14 · Sindhudurgcell 4950004133

distance 0.247 · cross-district

#15 · Sindhudurgcell 4950004078

distance 0.252 · cross-district

#16 · Sindhudurgcell 4950003517

distance 0.255 · cross-district

#17 · Sindhudurgcell 4950003519

distance 0.257 · cross-district

#18 · Sindhudurgcell 4950004227

distance 0.257 · 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":4800003328}}}'

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.