Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002421

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 10 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.425

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005206

distance 0.425 · cross-district

#2 · Nagpurcell 4840001194

distance 0.431 · cross-district

#3 · Nagpurcell 4840000341

distance 0.439 · cross-district

#4 · Nagpurcell 4840001051

distance 0.445 · cross-district

#5 · Buldhanacell 4720005864

distance 0.449 · cross-district

#6 · Nagpurcell 4840008630

distance 0.461 · cross-district

#7 · Nagpurcell 4840000918

distance 0.463 · cross-district

#8 · Punecell 4900013320

distance 0.634 · cross-district

#9 · Nagpurcell 4840001050

distance 0.635 · cross-district

#10 · Nagpurcell 4840008553

distance 0.638 · cross-district

#11 · Yavatmalcell 5000011479

distance 0.673 · cross-district

#12 · Nashikcell 4870001140

distance 0.694 · cross-district

#13 · Gadchirolicell 4750000023

distance 0.7 · cross-district

#14 · Raigadcell 4910001706

distance 0.712 · cross-district

#15 · Nashikcell 4870001228

distance 0.722 · cross-district

#16 · Nagpurcell 4840006830

distance 0.739 · cross-district

#17 · Sataracell 4940008976

distance 0.741 · cross-district

#18 · Kolhapurcell 4800002422

distance 0.745

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":4800002421}}}'

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.