Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000623

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000619

distance 0.212

#2 · Kolhapurcell 4800000343

distance 0.282

#3 · Kolhapurcell 4800000314

distance 0.286

#4 · Ahmednagarcell 4660011617

distance 0.287 · cross-district

#5 · Kolhapurcell 4800000735

distance 0.291

#6 · Kolhapurcell 4800000346

distance 0.297

#7 · Nashikcell 4870000500

distance 0.315 · cross-district

#8 · Nashikcell 4870000962

distance 0.319 · cross-district

#9 · Nashikcell 4870000382

distance 0.322 · cross-district

#10 · Sindhudurgcell 4950000496

distance 0.325 · cross-district

#11 · Sataracell 4940001230

distance 0.325 · cross-district

#12 · Sataracell 4940001735

distance 0.326 · cross-district

#13 · Nashikcell 4870001897

distance 0.328 · cross-district

#14 · Nashikcell 4870003914

distance 0.329 · cross-district

#15 · Punecell 4900001482

distance 0.331 · cross-district

#16 · Beedcell 4700007932

distance 0.333 · cross-district

#17 · Kolhapurcell 4800000313

distance 0.333

#18 · Sataracell 4940000534

distance 0.335 · 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":4800000623}}}'

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.