Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001095

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001005

distance 0.122

#2 · Kolhapurcell 4800001009

distance 0.124

#3 · Kolhapurcell 4800000848

distance 0.153

#4 · Kolhapurcell 4800001036

distance 0.153

#5 · Kolhapurcell 4800000975

distance 0.156

#6 · Kolhapurcell 4800000962

distance 0.174

#7 · Kolhapurcell 4800001145

distance 0.183

#8 · Kolhapurcell 4800000796

distance 0.198

#9 · Kolhapurcell 4800000968

distance 0.199

#10 · Kolhapurcell 4800000930

distance 0.22

#11 · Kolhapurcell 4800000805

distance 0.226

#12 · Kolhapurcell 4800000888

distance 0.229

#13 · Kolhapurcell 4800001144

distance 0.23

#14 · Kolhapurcell 4800000925

distance 0.231

#15 · Kolhapurcell 4800000869

distance 0.234

#16 · Sataracell 4940000979

distance 0.236 · cross-district

#17 · Kolhapurcell 4800000926

distance 0.241

#18 · Kolhapurcell 4800003089

distance 0.243

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":4800001095}}}'

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.