Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006495

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 8 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004910

distance 0.315 · cross-district

#2 · Gadchirolicell 4750000181

distance 0.431 · cross-district

#3 · Palgharcell 6650001353

distance 0.454 · cross-district

#4 · Ahmednagarcell 4660011135

distance 0.479 · cross-district

#5 · Gadchirolicell 4750000336

distance 0.506 · cross-district

#6 · Gadchirolicell 4750000547

distance 0.513 · cross-district

#7 · Gadchirolicell 4750000108

distance 0.533 · cross-district

#8 · Wardhacell 4980004051

distance 0.563 · cross-district

#9 · Gadchirolicell 4750000335

distance 0.572 · cross-district

#10 · Gadchirolicell 4750000214

distance 0.573 · cross-district

#11 · Gadchirolicell 4750000426

distance 0.574 · cross-district

#12 · Gadchirolicell 4750000622

distance 0.574 · cross-district

#13 · Gadchirolicell 4750000381

distance 0.58 · cross-district

#14 · Nagpurcell 4840008605

distance 0.587 · cross-district

#15 · Gadchirolicell 4750000251

distance 0.593 · cross-district

#16 · Ahmednagarcell 4660011296

distance 0.598 · cross-district

#17 · Thanecell 4970000061

distance 0.631 · cross-district

#18 · Ratnagiricell 4920003082

distance 0.637 · 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":4800006495}}}'

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.