Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006490

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006491

distance 0.284

#2 · Sataracell 4940002356

distance 0.312 · cross-district

#3 · Sataracell 4940003603

distance 0.327 · cross-district

#4 · Sataracell 4940002136

distance 0.35 · cross-district

#5 · Wardhacell 4980004108

distance 0.384 · cross-district

#6 · Sataracell 4940002355

distance 0.388 · cross-district

#7 · Sataracell 4940003488

distance 0.389 · cross-district

#8 · Ratnagiricell 4920003032

distance 0.404 · cross-district

#9 · Sataracell 4940002135

distance 0.405 · cross-district

#10 · Sataracell 4940001625

distance 0.421 · cross-district

#11 · Sataracell 4940001539

distance 0.429 · cross-district

#12 · Sataracell 4940002242

distance 0.438 · cross-district

#13 · Sataracell 4940003257

distance 0.444 · cross-district

#14 · Ratnagiricell 4920002983

distance 0.451 · cross-district

#15 · Sataracell 4940002921

distance 0.451 · cross-district

#16 · Chandrapurcell 4730004726

distance 0.454 · cross-district

#17 · Kolhapurcell 4800006494

distance 0.454

#18 · Nagpurcell 4840008627

distance 0.456 · 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":4800006490}}}'

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.