Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013320

The MH-36 locality cells most similar to this Pune 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

0.475

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008630

distance 0.475 · cross-district

#2 · Nagpurcell 4840001194

distance 0.606 · cross-district

#3 · Nagpurcell 4840001051

distance 0.627 · cross-district

#4 · Nagpurcell 4840008553

distance 0.627 · cross-district

#5 · Kolhapurcell 4800002421

distance 0.634 · cross-district

#6 · Nagpurcell 4840000341

distance 0.638 · cross-district

#7 · Buldhanacell 4720005864

distance 0.654 · cross-district

#8 · Nagpurcell 4840000918

distance 0.677 · cross-district

#9 · Chandrapurcell 4730005206

distance 0.682 · cross-district

#10 · Sataracell 4940008976

distance 0.701 · cross-district

#11 · Gadchirolicell 4750000023

distance 0.792 · cross-district

#12 · Nagpurcell 4840001050

distance 0.799 · cross-district

#13 · Nagpurcell 4840006830

distance 0.807 · cross-district

#14 · Nashikcell 4870001228

distance 0.857 · cross-district

#15 · Raigadcell 4910001706

distance 0.862 · cross-district

#16 · Gadchirolicell 4750000019

distance 0.886 · cross-district

#17 · Bhandaracell 4710003508

distance 0.893 · cross-district

#18 · Chandrapurcell 4730005110

distance 0.908 · 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":490,"cluster_id":4900013320}}}'

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.