Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004205

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004046

distance 0.2

#2 · Kolhapurcell 4800004875

distance 0.228

#3 · Kolhapurcell 4800005143

distance 0.253

#4 · Kolhapurcell 4800005562

distance 0.268

#5 · Kolhapurcell 4800003612

distance 0.277

#6 · Sanglicell 4930003013

distance 0.295 · cross-district

#7 · Kolhapurcell 4800003534

distance 0.296

#8 · Kolhapurcell 4800004887

distance 0.298

#9 · Punecell 4900003903

distance 0.301 · cross-district

#10 · Kolhapurcell 4800004971

distance 0.303

#11 · Kolhapurcell 4800005478

distance 0.304

#12 · Kolhapurcell 4800004972

distance 0.307

#13 · Chhatrapati Sambhajinagarcell 4690003388

distance 0.307 · cross-district

#14 · Punecell 4900005779

distance 0.309 · cross-district

#15 · Kolhapurcell 4800004187

distance 0.313

#16 · Punecell 4900000705

distance 0.315 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002992

distance 0.318 · cross-district

#18 · Akolacell 4670003416

distance 0.319 · 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":4800004205}}}'

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.