Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004430

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004516

distance 0.195

#2 · Kolhapurcell 4800004348

distance 0.207

#3 · Kolhapurcell 4800004374

distance 0.212

#4 · Kolhapurcell 4800004377

distance 0.247

#5 · Beedcell 4700007344

distance 0.252 · cross-district

#6 · Jalgaoncell 4780003497

distance 0.262 · cross-district

#7 · Kolhapurcell 4800004294

distance 0.271

#8 · Jalgaoncell 4780003901

distance 0.273 · cross-district

#9 · Chandrapurcell 4730004146

distance 0.273 · cross-district

#10 · Kolhapurcell 4800003871

distance 0.274

#11 · Laturcell 4810002383

distance 0.276 · cross-district

#12 · Amravaticell 4680003593

distance 0.276 · cross-district

#13 · Sanglicell 4930001037

distance 0.277 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000220

distance 0.278 · cross-district

#15 · Laturcell 4810000464

distance 0.28 · cross-district

#16 · Kolhapurcell 4800004686

distance 0.281

#17 · Buldhanacell 4720002526

distance 0.281 · cross-district

#18 · Buldhanacell 4720001141

distance 0.282 · 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":4800004430}}}'

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.