Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000387

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000419

distance 0.281

#2 · Kolhapurcell 4800000811

distance 0.332

#3 · Kolhapurcell 4800000937

distance 0.333

#4 · Kolhapurcell 4800000940

distance 0.35

#5 · Kolhapurcell 4800001326

distance 0.354

#6 · Sataracell 4940001451

distance 0.378 · cross-district

#7 · Kolhapurcell 4800000417

distance 0.378

#8 · Amravaticell 4680009457

distance 0.379 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690008646

distance 0.382 · cross-district

#10 · Kolhapurcell 4800000418

distance 0.384

#11 · Kolhapurcell 4800001826

distance 0.389

#12 · Kolhapurcell 4800001214

distance 0.391

#13 · Kolhapurcell 4800000325

distance 0.398

#14 · Gondiacell 4760002958

distance 0.398 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001284

distance 0.399 · cross-district

#16 · Amravaticell 4680008853

distance 0.401 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003791

distance 0.401 · cross-district

#18 · Amravaticell 4680009059

distance 0.401 · 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":4800000387}}}'

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.