Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002372

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 9 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.423

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002323

distance 0.423

#2 · Kolhapurcell 4800002133

distance 0.425

#3 · Kolhapurcell 4800002374

distance 0.472

#4 · Nagpurcell 4840000297

distance 0.535 · cross-district

#5 · Nashikcell 4870001231

distance 0.573 · cross-district

#6 · Ahmednagarcell 4660011620

distance 0.579 · cross-district

#7 · Gadchirolicell 4750000153

distance 0.579 · cross-district

#8 · Ahmednagarcell 4660011619

distance 0.583 · cross-district

#9 · Gadchirolicell 4750000108

distance 0.594 · cross-district

#10 · Gadchirolicell 4750000130

distance 0.595 · cross-district

#11 · Wardhacell 4980000675

distance 0.602 · cross-district

#12 · Ahmednagarcell 4660011297

distance 0.603 · cross-district

#13 · Gadchirolicell 4750000086

distance 0.604 · cross-district

#14 · Nagpurcell 4840007746

distance 0.61 · cross-district

#15 · Chandrapurcell 4730005207

distance 0.614 · cross-district

#16 · Ratnagiricell 4920003081

distance 0.619 · cross-district

#17 · Thanecell 4970003082

distance 0.637 · cross-district

#18 · Kolhapurcell 4800002271

distance 0.638

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":4800002372}}}'

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.