Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001667

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002172

distance 0.136

#2 · Kolhapurcell 4800001959

distance 0.14

#3 · Kolhapurcell 4800002340

distance 0.148

#4 · Beedcell 4700005794

distance 0.159 · cross-district

#5 · Kolhapurcell 4800001724

distance 0.166

#6 · Kolhapurcell 4800002310

distance 0.17

#7 · Kolhapurcell 4800001666

distance 0.172

#8 · Kolhapurcell 4800002070

distance 0.184

#9 · Kolhapurcell 4800001554

distance 0.187

#10 · Ahmednagarcell 4660004714

distance 0.192 · cross-district

#11 · Kolhapurcell 4800002308

distance 0.193

#12 · Kolhapurcell 4800001508

distance 0.194

#13 · Ahmednagarcell 4660004548

distance 0.2 · cross-district

#14 · Beedcell 4700006495

distance 0.203 · cross-district

#15 · Kolhapurcell 4800002356

distance 0.204

#16 · Kolhapurcell 4800001909

distance 0.208

#17 · Beedcell 4700005036

distance 0.21 · cross-district

#18 · Kolhapurcell 4800001395

distance 0.214

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":4800001667}}}'

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.