Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002741

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002688

distance 0.138

#2 · Kolhapurcell 4800002590

distance 0.178

#3 · Kolhapurcell 4800002742

distance 0.178

#4 · Sataracell 4940001116

distance 0.19 · cross-district

#5 · Kolhapurcell 4800003056

distance 0.197

#6 · Kolhapurcell 4800002588

distance 0.2

#7 · Kolhapurcell 4800003008

distance 0.207

#8 · Kolhapurcell 4800002871

distance 0.209

#9 · Kolhapurcell 4800002883

distance 0.212

#10 · Kolhapurcell 4800005944

distance 0.213

#11 · Kolhapurcell 4800002879

distance 0.214

#12 · Washimcell 4990001928

distance 0.224 · cross-district

#13 · Sataracell 4940000050

distance 0.225 · cross-district

#14 · Kolhapurcell 4800002925

distance 0.228

#15 · Kolhapurcell 4800002833

distance 0.231

#16 · Beedcell 4700005393

distance 0.233 · cross-district

#17 · Nandedcell 4850003919

distance 0.235 · cross-district

#18 · Beedcell 4700002290

distance 0.237 · 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":4800002741}}}'

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.