Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005113

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.319

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005833

distance 0.319

#2 · Kolhapurcell 4800004857

distance 0.347

#3 · Kolhapurcell 4800004019

distance 0.347

#4 · Kolhapurcell 4800005026

distance 0.348

#5 · Kolhapurcell 4800003943

distance 0.366

#6 · Chhatrapati Sambhajinagarcell 4690003568

distance 0.423 · cross-district

#7 · Jalnacell 4790005341

distance 0.438 · cross-district

#8 · Jalgaoncell 4780005579

distance 0.444 · cross-district

#9 · Laturcell 4810004407

distance 0.444 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002589

distance 0.445 · cross-district

#11 · Beedcell 4700005259

distance 0.446 · cross-district

#12 · Dhulecell 4740004045

distance 0.448 · cross-district

#13 · Kolhapurcell 4800004680

distance 0.455

#14 · Beedcell 4700008420

distance 0.459 · cross-district

#15 · Kolhapurcell 4800004106

distance 0.46

#16 · Nashikcell 4870011098

distance 0.462 · cross-district

#17 · Solapurcell 4960006771

distance 0.462 · cross-district

#18 · Kolhapurcell 4800004510

distance 0.463

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":4800005113}}}'

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.