Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001795

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001856

distance 0.199

#2 · Kolhapurcell 4800001410

distance 0.209

#3 · Kolhapurcell 4800001508

distance 0.227

#4 · Washimcell 4990000728

distance 0.239 · cross-district

#5 · Kolhapurcell 4800001667

distance 0.241

#6 · Kolhapurcell 4800001724

distance 0.241

#7 · Ahmednagarcell 4660005286

distance 0.241 · cross-district

#8 · Buldhanacell 4720001067

distance 0.243 · cross-district

#9 · Buldhanacell 4720000877

distance 0.248 · cross-district

#10 · Kolhapurcell 4800002172

distance 0.248

#11 · Dharashivcell 4880003162

distance 0.249 · cross-district

#12 · Kolhapurcell 4800002026

distance 0.254

#13 · Kolhapurcell 4800001959

distance 0.254

#14 · Kolhapurcell 4800002070

distance 0.259

#15 · Kolhapurcell 4800002310

distance 0.259

#16 · Kolhapurcell 4800002220

distance 0.261

#17 · Buldhanacell 4720005786

distance 0.265 · cross-district

#18 · Sanglicell 4930006504

distance 0.268 · 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":4800001795}}}'

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.