Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004020

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 13 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001316

distance 0.343 · cross-district

#2 · Dhulecell 4740001079

distance 0.369 · cross-district

#3 · Jalgaoncell 4780005339

distance 0.392 · cross-district

#4 · Kolhapurcell 4800004335

distance 0.396

#5 · Chhatrapati Sambhajinagarcell 4690003207

distance 0.399 · cross-district

#6 · Laturcell 4810003366

distance 0.4 · cross-district

#7 · Wardhacell 4980004119

distance 0.401 · cross-district

#8 · Sataracell 4940004347

distance 0.402 · cross-district

#9 · Nagpurcell 4840004699

distance 0.405 · cross-district

#10 · Nagpurcell 4840003373

distance 0.405 · cross-district

#11 · Solapurcell 4960005211

distance 0.407 · cross-district

#12 · Buldhanacell 4720000816

distance 0.41 · cross-district

#13 · Sanglicell 4930000399

distance 0.416 · cross-district

#14 · Kolhapurcell 4800004170

distance 0.418

#15 · Yavatmalcell 5000009989

distance 0.424 · cross-district

#16 · Ahmednagarcell 4660005925

distance 0.43 · cross-district

#17 · Laturcell 4810005857

distance 0.436 · cross-district

#18 · Sanglicell 4930005903

distance 0.44 · 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":4800004020}}}'

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.