Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005459

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690006731

distance 0.306 · cross-district

#2 · Jalgaoncell 4780009515

distance 0.324 · cross-district

#3 · Yavatmalcell 5000001939

distance 0.331 · cross-district

#4 · Dhulecell 4740002431

distance 0.336 · cross-district

#5 · Ahmednagarcell 4660013990

distance 0.336 · cross-district

#6 · Ahmednagarcell 4660013954

distance 0.341 · cross-district

#7 · Dhulecell 4740001698

distance 0.342 · cross-district

#8 · Ahmednagarcell 4660014033

distance 0.348 · cross-district

#9 · Parbhanicell 4890000811

distance 0.35 · cross-district

#10 · Beedcell 4700003295

distance 0.354 · cross-district

#11 · Ahmednagarcell 4660014279

distance 0.355 · cross-district

#12 · Gadchirolicell 4750004195

distance 0.356 · cross-district

#13 · Nashikcell 4870010469

distance 0.359 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690007720

distance 0.361 · cross-district

#15 · Nagpurcell 4840003749

distance 0.362 · cross-district

#16 · Dharashivcell 4880000705

distance 0.362 · cross-district

#17 · Laturcell 4810004395

distance 0.362 · cross-district

#18 · Bhandaracell 4710001381

distance 0.363 · 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":4800005459}}}'

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.