Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005781

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001388

distance 0.241 · cross-district

#2 · Jalgaoncell 4780000097

distance 0.266 · cross-district

#3 · Kolhapurcell 4800005773

distance 0.274

#4 · Yavatmalcell 5000008305

distance 0.278 · cross-district

#5 · Yavatmalcell 5000008306

distance 0.291 · cross-district

#6 · Nashikcell 4870007923

distance 0.296 · cross-district

#7 · Kolhapurcell 4800005707

distance 0.297

#8 · Beedcell 4700003469

distance 0.3 · cross-district

#9 · Nashikcell 4870007350

distance 0.308 · cross-district

#10 · Sanglicell 4930003742

distance 0.312 · cross-district

#11 · Gadchirolicell 4750003413

distance 0.318 · cross-district

#12 · Jalgaoncell 4780000096

distance 0.319 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002752

distance 0.32 · cross-district

#14 · Kolhapurcell 4800005700

distance 0.32

#15 · Kolhapurcell 4800005774

distance 0.32

#16 · Chhatrapati Sambhajinagarcell 4690006656

distance 0.321 · cross-district

#17 · Sanglicell 4930003765

distance 0.326 · cross-district

#18 · Jalgaoncell 4780009721

distance 0.326 · 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":4800005781}}}'

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.