Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005626

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

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004590

distance 0.245

#2 · Chhatrapati Sambhajinagarcell 4690002344

distance 0.273 · cross-district

#3 · Jalgaoncell 4780001111

distance 0.325 · cross-district

#4 · Kolhapurcell 4800005202

distance 0.346

#5 · Sataracell 4940000222

distance 0.353 · cross-district

#6 · Kolhapurcell 4800004778

distance 0.369

#7 · Sanglicell 4930000427

distance 0.373 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690005143

distance 0.375 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003443

distance 0.386 · cross-district

#10 · Kolhapurcell 4800004772

distance 0.391

#11 · Sanglicell 4930000116

distance 0.401 · cross-district

#12 · Hingolicell 4770000185

distance 0.402 · cross-district

#13 · Kolhapurcell 4800004864

distance 0.402

#14 · Kolhapurcell 4800005375

distance 0.406

#15 · Kolhapurcell 4800005690

distance 0.408

#16 · Beedcell 4700002862

distance 0.411 · cross-district

#17 · Sanglicell 4930001692

distance 0.415 · cross-district

#18 · Ahmednagarcell 4660014101

distance 0.416 · 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":4800005626}}}'

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.