Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003327

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950004103

distance 0.238 · cross-district

#2 · Sindhudurgcell 4950003464

distance 0.246 · cross-district

#3 · Kolhapurcell 4800003431

distance 0.273

#4 · Sindhudurgcell 4950004032

distance 0.278 · cross-district

#5 · Sindhudurgcell 4950004169

distance 0.279 · cross-district

#6 · Sindhudurgcell 4950003823

distance 0.28 · cross-district

#7 · Sindhudurgcell 4950003513

distance 0.29 · cross-district

#8 · Kolhapurcell 4800003376

distance 0.298

#9 · Kolhapurcell 4800003433

distance 0.298

#10 · Sindhudurgcell 4950003879

distance 0.299 · cross-district

#11 · Sindhudurgcell 4950003940

distance 0.3 · cross-district

#12 · Sindhudurgcell 4950004205

distance 0.304 · cross-district

#13 · Sindhudurgcell 4950004031

distance 0.305 · cross-district

#14 · Sindhudurgcell 4950004100

distance 0.305 · cross-district

#15 · Kolhapurcell 4800003432

distance 0.305

#16 · Sindhudurgcell 4950004253

distance 0.307 · cross-district

#17 · Sindhudurgcell 4950004244

distance 0.311 · cross-district

#18 · Sindhudurgcell 4950004245

distance 0.312 · 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":4800003327}}}'

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.