Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006468

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 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006450

distance 0.326

#2 · Sataracell 4940003032

distance 0.361 · cross-district

#3 · Nagpurcell 4840008606

distance 0.375 · cross-district

#4 · Chandrapurcell 4730005745

distance 0.382 · cross-district

#5 · Kolhapurcell 4800006449

distance 0.392

#6 · Sanglicell 4930004770

distance 0.396 · cross-district

#7 · Sataracell 4940002472

distance 0.428 · cross-district

#8 · Gadchirolicell 4750000181

distance 0.443 · cross-district

#9 · Sataracell 4940002699

distance 0.495 · cross-district

#10 · Kolhapurcell 4800006481

distance 0.507

#11 · Kolhapurcell 4800006451

distance 0.528

#12 · Gadchirolicell 4750000336

distance 0.53 · cross-district

#13 · Palgharcell 6650001352

distance 0.535 · cross-district

#14 · Gadchirolicell 4750000547

distance 0.537 · cross-district

#15 · Punecell 4900002811

distance 0.549 · cross-district

#16 · Solapurcell 4960006193

distance 0.55 · cross-district

#17 · Raigadcell 4910003928

distance 0.558 · cross-district

#18 · Beedcell 4700000014

distance 0.57 · 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":4800006468}}}'

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.