Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005247

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920001193

distance 0.331 · cross-district

#2 · Kolhapurcell 4800005492

distance 0.332

#3 · Ratnagiricell 4920001966

distance 0.341 · cross-district

#4 · Ratnagiricell 4920001109

distance 0.343 · cross-district

#5 · Ratnagiricell 4920003308

distance 0.343 · cross-district

#6 · Raigadcell 4910003887

distance 0.361 · cross-district

#7 · Ratnagiricell 4920002665

distance 0.369 · cross-district

#8 · Nashikcell 4870006862

distance 0.38 · cross-district

#9 · Ratnagiricell 4920003395

distance 0.384 · cross-district

#10 · Ratnagiricell 4920002252

distance 0.389 · cross-district

#11 · Ratnagiricell 4920002514

distance 0.395 · cross-district

#12 · Nandurbarcell 4860002887

distance 0.4 · cross-district

#13 · Kolhapurcell 4800006362

distance 0.405

#14 · Nashikcell 4870007591

distance 0.412 · cross-district

#15 · Ratnagiricell 4920003877

distance 0.416 · cross-district

#16 · Ratnagiricell 4920000956

distance 0.418 · cross-district

#17 · Nashikcell 4870013059

distance 0.419 · cross-district

#18 · Nashikcell 4870004659

distance 0.422 · 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":4800005247}}}'

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.