Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004333

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.389

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001054

distance 0.389 · cross-district

#2 · Nandedcell 4850004865

distance 0.456 · cross-district

#3 · Nandedcell 4850002803

distance 0.544 · cross-district

#4 · Kolhapurcell 4800004332

distance 0.552

#5 · Chandrapurcell 4730003182

distance 0.555 · cross-district

#6 · Solapurcell 4960004753

distance 0.606 · cross-district

#7 · Punecell 4900005926

distance 0.619 · cross-district

#8 · Jalnacell 4790003958

distance 0.622 · cross-district

#9 · Nagpurcell 4840004836

distance 0.632 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003009

distance 0.638 · cross-district

#11 · Kolhapurcell 4800004416

distance 0.643

#12 · Bhandaracell 4710001726

distance 0.658 · cross-district

#13 · Thanecell 4970000001

distance 0.659 · cross-district

#14 · Nagpurcell 4840006481

distance 0.682 · cross-district

#15 · Kolhapurcell 4800004174

distance 0.688

#16 · Nagpurcell 4840003571

distance 0.699 · cross-district

#17 · Gadchirolicell 4750009105

distance 0.701 · cross-district

#18 · Akolacell 4670001747

distance 0.733 · 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":4800004333}}}'

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.