Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000485

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

0.735

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006803

distance 0.735 · cross-district

#2 · Nagpurcell 4840002482

distance 0.759 · cross-district

#3 · Kolhapurcell 4800000299

distance 0.772

#4 · Bhandaracell 4710002240

distance 0.786 · cross-district

#5 · Yavatmalcell 5000007729

distance 0.795 · cross-district

#6 · Bhandaracell 4710002190

distance 0.821 · cross-district

#7 · Nashikcell 4870003917

distance 0.825 · cross-district

#8 · Sindhudurgcell 4950001226

distance 0.827 · cross-district

#9 · Bhandaracell 4710003290

distance 0.828 · cross-district

#10 · Yavatmalcell 5000006799

distance 0.828 · cross-district

#11 · Jalnacell 4790004849

distance 0.829 · cross-district

#12 · Bhandaracell 4710001209

distance 0.833 · cross-district

#13 · Nagpurcell 4840001568

distance 0.836 · cross-district

#14 · Ahmednagarcell 4660010804

distance 0.842 · cross-district

#15 · Buldhanacell 4720001361

distance 0.848 · cross-district

#16 · Nagpurcell 4840002856

distance 0.849 · cross-district

#17 · Bhandaracell 4710001167

distance 0.85 · cross-district

#18 · Beedcell 4700005306

distance 0.855 · 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":4800000485}}}'

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.