Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002456

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950003234

distance 0.281 · cross-district

#2 · Sindhudurgcell 4950003535

distance 0.282 · cross-district

#3 · Ratnagiricell 4920000187

distance 0.283 · cross-district

#4 · Sindhudurgcell 4950003961

distance 0.306 · cross-district

#5 · Kolhapurcell 4800002407

distance 0.31

#6 · Ratnagiricell 4920000242

distance 0.311 · cross-district

#7 · Ratnagiricell 4920000212

distance 0.314 · cross-district

#8 · Sindhudurgcell 4950003035

distance 0.316 · cross-district

#9 · Sindhudurgcell 4950002699

distance 0.328 · cross-district

#10 · Sindhudurgcell 4950003964

distance 0.333 · cross-district

#11 · Ratnagiricell 4920000207

distance 0.333 · cross-district

#12 · Sindhudurgcell 4950003139

distance 0.334 · cross-district

#13 · Ratnagiricell 4920000082

distance 0.335 · cross-district

#14 · Sindhudurgcell 4950002671

distance 0.338 · cross-district

#15 · Sindhudurgcell 4950004058

distance 0.339 · cross-district

#16 · Sindhudurgcell 4950002914

distance 0.339 · cross-district

#17 · Ratnagiricell 4920001911

distance 0.343 · cross-district

#18 · Ratnagiricell 4920000290

distance 0.346 · 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":4800002456}}}'

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.