Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002274

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 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.497

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870001321

distance 0.497 · cross-district

#2 · Solapurcell 4960010902

distance 0.533 · cross-district

#3 · Nagpurcell 4840006726

distance 0.542 · cross-district

#4 · Kolhapurcell 4800002226

distance 0.573

#5 · Nagpurcell 4840008580

distance 0.578 · cross-district

#6 · Chandrapurcell 4730005108

distance 0.588 · cross-district

#7 · Buldhanacell 4720005790

distance 0.59 · cross-district

#8 · Nashikcell 4870001230

distance 0.602 · cross-district

#9 · Yavatmalcell 5000011477

distance 0.603 · cross-district

#10 · Wardhacell 4980003991

distance 0.614 · cross-district

#11 · Kolhapurcell 4800006469

distance 0.623

#12 · Nashikcell 4870001138

distance 0.631 · cross-district

#13 · Gadchirolicell 4750000023

distance 0.635 · cross-district

#14 · Nagpurcell 4840006831

distance 0.638 · cross-district

#15 · Solapurcell 4960011058

distance 0.661 · cross-district

#16 · Gondiacell 4760000536

distance 0.661 · cross-district

#17 · Amravaticell 4680009174

distance 0.685 · cross-district

#18 · Wardhacell 4980000674

distance 0.686 · 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":4800002274}}}'

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.