Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002409

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002030

distance 0.088

#2 · Kolhapurcell 4800001291

distance 0.089

#3 · Kolhapurcell 4800002187

distance 0.097

#4 · Kolhapurcell 4800001871

distance 0.099

#5 · Kolhapurcell 4800001870

distance 0.102

#6 · Kolhapurcell 4800001639

distance 0.103

#7 · Kolhapurcell 4800001635

distance 0.106

#8 · Kolhapurcell 4800002086

distance 0.109

#9 · Kolhapurcell 4800001805

distance 0.113

#10 · Kolhapurcell 4800002511

distance 0.114

#11 · Kolhapurcell 4800002314

distance 0.114

#12 · Kolhapurcell 4800002509

distance 0.115

#13 · Kolhapurcell 4800001926

distance 0.115

#14 · Kolhapurcell 4800002094

distance 0.119

#15 · Kolhapurcell 4800001869

distance 0.119

#16 · Kolhapurcell 4800001750

distance 0.119

#17 · Kolhapurcell 4800002363

distance 0.12

#18 · Kolhapurcell 4800002283

distance 0.123

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":4800002409}}}'

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.