Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005056

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004888

distance 0.225

#2 · Kolhapurcell 4800004700

distance 0.267

#3 · Sanglicell 4930000346

distance 0.274 · cross-district

#4 · Kolhapurcell 4800004704

distance 0.286

#5 · Punecell 4900002010

distance 0.318 · cross-district

#6 · Sanglicell 4930000345

distance 0.331 · cross-district

#7 · Solapurcell 4960004757

distance 0.357 · cross-district

#8 · Sanglicell 4930000348

distance 0.359 · cross-district

#9 · Kolhapurcell 4800004790

distance 0.361

#10 · Akolacell 4670002306

distance 0.365 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002892

distance 0.366 · cross-district

#12 · Sanglicell 4930002674

distance 0.367 · cross-district

#13 · Sanglicell 4930000288

distance 0.377 · cross-district

#14 · Ahmednagarcell 4660005687

distance 0.39 · cross-district

#15 · Nashikcell 4870004092

distance 0.397 · cross-district

#16 · Jalgaoncell 4780005888

distance 0.4 · cross-district

#17 · Kolhapurcell 4800003881

distance 0.404

#18 · Sanglicell 4930005977

distance 0.405 · 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":4800005056}}}'

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.