Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006459

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

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920003032

distance 0.279 · cross-district

#2 · Sataracell 4940002355

distance 0.298 · cross-district

#3 · Sataracell 4940003488

distance 0.311 · cross-district

#4 · Sanglicell 4930004912

distance 0.333 · cross-district

#5 · Sataracell 4940002811

distance 0.337 · cross-district

#6 · Sataracell 4940002243

distance 0.363 · cross-district

#7 · Sataracell 4940002922

distance 0.444 · cross-district

#8 · Ratnagiricell 4920003133

distance 0.461 · cross-district

#9 · Nandurbarcell 4860005099

distance 0.472 · cross-district

#10 · Sataracell 4940003033

distance 0.484 · cross-district

#11 · Nandurbarcell 4860005026

distance 0.485 · cross-district

#12 · Palgharcell 6650001487

distance 0.498 · cross-district

#13 · Kolhapurcell 4800006491

distance 0.507

#14 · Kolhapurcell 4800006475

distance 0.512

#15 · Sataracell 4940003489

distance 0.525 · cross-district

#16 · Kolhapurcell 4800006490

distance 0.53

#17 · Ratnagiricell 4920003077

distance 0.531 · cross-district

#18 · Sataracell 4940000386

distance 0.535 · 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":4800006459}}}'

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.