Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006475

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920003133

distance 0.298 · cross-district

#2 · Sataracell 4940003033

distance 0.366 · cross-district

#3 · Sataracell 4940002922

distance 0.433 · cross-district

#4 · Sataracell 4940002243

distance 0.473 · cross-district

#5 · Palgharcell 6650001419

distance 0.474 · cross-district

#6 · Sataracell 4940002358

distance 0.503 · cross-district

#7 · Gadchirolicell 4750003311

distance 0.507 · cross-district

#8 · Sanglicell 4930004912

distance 0.509 · cross-district

#9 · Kolhapurcell 4800006459

distance 0.512

#10 · Gadchirolicell 4750009233

distance 0.513 · cross-district

#11 · Ratnagiricell 4920003131

distance 0.513 · cross-district

#12 · Ratnagiricell 4920003080

distance 0.521 · cross-district

#13 · Gadchirolicell 4750009315

distance 0.533 · cross-district

#14 · Ratnagiricell 4920003237

distance 0.535 · cross-district

#15 · Sataracell 4940001919

distance 0.543 · cross-district

#16 · Ratnagiricell 4920003183

distance 0.543 · cross-district

#17 · Sataracell 4940002811

distance 0.545 · cross-district

#18 · Gadchirolicell 4750004144

distance 0.545 · 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":4800006475}}}'

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.