Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004637

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

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003867

distance 0.284

#2 · Kolhapurcell 4800005236

distance 0.345

#3 · Kolhapurcell 4800004460

distance 0.374

#4 · Kolhapurcell 4800004810

distance 0.382

#5 · Sanglicell 4930000543

distance 0.388 · cross-district

#6 · Dharashivcell 4880005694

distance 0.397 · cross-district

#7 · Nandedcell 4850004733

distance 0.401 · cross-district

#8 · Jalgaoncell 4780005887

distance 0.402 · cross-district

#9 · Beedcell 4700009005

distance 0.404 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000338

distance 0.411 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002586

distance 0.415 · cross-district

#12 · Kolhapurcell 4800003976

distance 0.415

#13 · Laturcell 4810002853

distance 0.422 · cross-district

#14 · Kolhapurcell 4800004588

distance 0.423

#15 · Sanglicell 4930000020

distance 0.425 · cross-district

#16 · Kolhapurcell 4800004635

distance 0.426

#17 · Sanglicell 4930000141

distance 0.432 · cross-district

#18 · Kolhapurcell 4800004338

distance 0.433

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":4800004637}}}'

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.