Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004355

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

0.9

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 · Sanglicell 4930000250

distance 0.195 · cross-district

#2 · Kolhapurcell 4800004789

distance 0.254

#3 · Sataracell 4940000661

distance 0.276 · cross-district

#4 · Punecell 4900006034

distance 0.285 · cross-district

#5 · Kolhapurcell 4800004702

distance 0.305

#6 · Nashikcell 4870011426

distance 0.309 · cross-district

#7 · Ahmednagarcell 4660001431

distance 0.315 · cross-district

#8 · Kolhapurcell 4800004199

distance 0.321

#9 · Punecell 4900000101

distance 0.323 · cross-district

#10 · Punecell 4900001302

distance 0.328 · cross-district

#11 · Sataracell 4940000830

distance 0.328 · cross-district

#12 · Nashikcell 4870009492

distance 0.336 · cross-district

#13 · Sanglicell 4930002674

distance 0.344 · cross-district

#14 · Akolacell 4670001915

distance 0.345 · cross-district

#15 · Ahmednagarcell 4660005243

distance 0.349 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003688

distance 0.349 · cross-district

#17 · Punecell 4900005647

distance 0.353 · cross-district

#18 · Solapurcell 4960005511

distance 0.353 · 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":4800004355}}}'

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.